Dane w biznesie i data science -- analiza, automatyzacja, modele - książki
Książki, ebooki z kategorii: Dane dostępne w księgarni Helion
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This book will help you derive insights from different data sources and add machine learning capabilities to your dashboards. With the help of practical examples, you will learn to build and share dashboards at scale, including embedded analytics. You will also understand how to use APIs to manage and monitor the AWS QuickSight ecosystem.-
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Product and service teams benefit tremendously by using unstructured data, and that's where Commerce.AI comes in, merging machine learning, product expertise, and big data to help businesses make accurate decisions using the world's largest unstructured data engine. This book shows you how to use AI to gain insights like never before.
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ebook
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audiobook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Machine Learning in Biotechnology and Life Sciences is a critically timed book for scientists and developers working in the biotechnology sector. This book takes a hands-on approach to bridging the gap for scientists who have a strong desire to learn and apply AI methods within their roles to drive efficiency and agility in their company.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Build machine learning models and train them to make Android applications much smarter. Key Features Learn by doing, training, and evaluating your own machine learning models. Includes pre-trained TensorFlow models for image processing. Explains practical use cases of artificial intelligence in Android. Description This book features technique
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Imagine what you could do if scalability wasn't a problem. With this hands-on guide, you'll learn how the Cassandra database management system handles hundreds of terabytes of data while remaining highly available across multiple data centers. This revised third edition--updated for Cassandra 4.0 and new developments in the Cassandra ecosystem, inc
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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A Complete Data Analytics Guide for Learners and Professionals. Key Features Learn Big Data, Hadoop Architecture, HBase, Hive and NoSQL Database. Dive into Machine Learning, its tools, and applications. Coverage of applications of Big Data, Data Analysis, and Business Intelligence. Description These days critical problem solving related to dat
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book describes both batch processing and real-time processing pipelines. You'll learn how to implement basic and advanced big data use cases with ease and develop a deep understanding of the Apache Beam model. In addition to this, you'll discover how the portability layer works and the building blocks of an Apache Beam runner.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Whether you're a data analyst new to programming or already familiar with it, this book will teach you the optimum techniques for data preprocessing from both technical and analytical perspectives. You'll explore the world of advanced data manipulation and preprocessing techniques to create successful data analytic solutions.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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As machine learning becomes increasingly important across many industries, organizations need to keep up by building secure and scalable ML platforms. This handbook takes you through the whole process, from data science to system architecture and ML governance to help you become a true professional ML solutions architect.
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ebook
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audiobook
(152,10 zł najniższa cena z 30 dni)
233.10 zł
259.00 zł(-10%) -
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This book will help analysts get the most out of Microsoft Business Intelligence tools with DAX. With expert-led examples and approachable theoretical explanations, you'll deepen your understanding of DAX and achieve good business modeling design.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Best learning Scroll for Python Key Features 16 chapters covering basic (loops) to advanced (NumPy) topics in Python. Focus on one topic per chapter to help learners understand topics in depth. Key points from Theory highlighted in each chapter for better retention. More than 1000 questions that give ample opportunity for practice. 7 Model te
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Covers Data Science concepts, processes, and the real-world hands-on use cases. Key Features Covers the journey from a basic programmer to an effective Data Science developer. Applied use of Data Science native processes like CRISP-DM and Microsoft TDSP. Implementation of MLOps using Microsoft Azure DevOps. Description "How is the Data Science
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Intelligent Workloads at the Edge is a practical guide to designing, deploying, and operating data-driven workloads on edge IoT devices for delivering cyber-physical outcomes. You'll work with hands-on projects to learn how to build intelligent applications that run on edge devices with AWS IoT Greengrass.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Learn techniques of project scheduling using MS Excel and Solver. Key Features Covers methods to streamlining project completion and optimising budgets. Includes techniques for resolving business problems and optimising EVM. Examines project crashing strategies, linear programming solutions, and the Solver tool. Description This book assists p
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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CRM Analytics is a powerful and versatile data analytics platform that delivers actionable insights within Salesforce. The skills required to transform data and build dashboards using this platform are in high demand, but the supply is short. This book will equip you with these skills and help you on your way to becoming a CRM Analytics expert.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book will help you on your journey toward architecting and building data engineering pipelines on AWS. You'll learn about (and get hands-on with) AWS services for ingesting, transforming, and consuming data. Whether you're new to data engineering or just new to data engineering on AWS, this book will be an invaluable guide.
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ebook
(141,75 zł najniższa cena z 30 dni)
170.10 zł
189.00 zł(-10%) -
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This book can help you rapidly explore and build a broader range of machine learning models using DataRobot's capabilities. You'll learn how to deploy ML models and operationalize and monitor their performance using practical examples. Data science experts will learn how to scale model building by using the Python API, among other advanced topics.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The book takes a hands-on approach to speeding up your Spark jobs and data processing by covering the implementation and associated methodologies that will have you up and running in no time. Developers working with Databricks and Spark will be able to put their knowledge to work with this practical guide to optimizing workloads.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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This Workshop will teach you how to build deep learning models from scratch using real-world datasets with the TensorFlow framework. You will gain the knowledge you need to process a variety of data types, perform tensor computations, and understand the different layers in a deep learning model.
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ebook
(96,75 zł najniższa cena z 30 dni)
116.10 zł
129.00 zł(-10%) -
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Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-base
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Every enterprise application creates data, including log messages, metrics, user activity, and outgoing messages. Learning how to move these items is almost as important as the data itself. If you're an application architect, developer, or production engineer new to Apache Pulsar, this practical guide shows you how to use this open source event str
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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The Azure Data Scientist Associate Certification Guide offers complete coverage of the DP-100 exam content to help you to pass it with confidence. This book goes beyond the requirements for the exam and provides additional knowledge to ensure success in your real-life data science projects too.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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The world around us is full of data that holds unique insights and valuable stories, and this book will help you uncover them. Whether you already work with data or want to learn more about its possibilities, the examples and techniques in this practical book will help you more easily clean, evaluate, and analyze data so that you can generate meani
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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You'll find several books on basic or advanced MySQL performance, but nothing in between. That's because explaining MySQL performance without addressing its complexity is difficult. This practical book bridges the gap by teaching software engineers mid-level MySQL knowledge beyond the fundamentals, but well shy of deep-level internals required by d
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Master Oracles AutoUpgrade tool effectively to upgrade Oracle databases from lower versions to 19c. KEY FEATURES In-depth practical demonstration of Oracle database upgrades with various real-time scenarios. Step-by-step illustration of each Oracle database upgrade and downgrade method. Fastest ever multiple Oracle databases upgrade. DESCRIPT
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Autor opisuje przypadki konstruowanych w XX wieku sztucznych zwierząt. Pierwszy elektryczny pies Philidog został zaprezentowany na Międzynarodowej Wystawie w Paryżu w 1929 roku. Potrafił on "tropić" światło, czyli podążać za jego źródłem. To dość prosta umiejętność, jednak ostatnie opisane przez autora zwierzęta wykazują znacznie bardziej skompliko
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ebook
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audiobook
(3,90 zł najniższa cena z 30 dni)
11.99 zł
14.99 zł(-20%) -
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This book will help you to work with data ingestion and data transformation extensions, and bypass Power BI's shortcomings in data augmentation and data visualization using Python and R programming. You'll understand insights and create interactive custom visuals using analytical languages with the help of hands-on examples.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This updated second edition of Learn Amazon SageMaker will teach you how to move quickly from business questions to high performance models in production. Using machine learning and deep learning examples implemented with Python and Jupyter notebooks, you'll learn how to make the most of the many features and APIs of Amazon SageMaker.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The book includes Python code examples for Amazon Textract, Amazon Comprehend, and other AWS AI services to build a variety of serverless NLP workflows at scale with little prior machine learning knowledge. Packed with real-life business examples, this book will help you to navigate a day in the life of an AWS AI specialist with ease.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Master the ML process, from pipeline development to model deployment in production. Key Features Prime focus on feature-engineering, model-exploration & optimization, dataops, ML pipeline, and scaling ML API. A step-by-step approach to cover every data science task with utmost efficiency and highest performance. Access to advanced data engineer
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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rives next generation path with latest design techniques and methods in the fields of AI and Deep Learning Key Features Extensive examples of Machine Learning and Deep Learning principles. Includes graphical demonstrations and visual tutorials for various libraries, configurations, and settings. Numerous use cases with the code snippets and exa
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Managing and Visualizing Your BIM Data is the perfect guide if you want to learn essential computer science topics to create incredible building information modeling (BIM) dashboards. With this book, you'll be able to learn how to use Autodesk Dynamo for data gathering and Power BI for data visualization.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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IBM Cloud Pak for Data is a data and AI platform that helps businesses with their data modernization initiatives and to democratize data access to accelerate advanced analytics. This book will teach you how to develop a trusted data foundation to operationalize AI with trust, reliability, and transparency in your business processes.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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An insightful journey to MLOps, DevOps, and Machine Learning in the real environment. Key Features Extensive knowledge and concept explanation of Kubernetes components with examples. An all-in-one knowledge guide to train and deploy ML pipelines using Docker and Kubernetes. Includes numerous MLOps projects with access to proven frameworks and t
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Advance your career as an SQL Server developer and DBA Key Features Cutting-edge coverage from community experts to learn T-SQL programming. Detailed explanation of concepts and techniques for easy understanding. Numerous practical demonstrations of T-SQL querying and programming applications. Description This book will teach you the fundament
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Serverless Analytics with Amazon Athena covers all the offerings of Athena to help you run interactive queries and analyze large data stored in Amazon S3 using standard SQL. Throughout this book, you'll learn how to add data-driven insights or ad hoc queries to an application in a cost-effective manner, without needing to manage any infrastructure.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Create scalable, fault-tolerant, and reliable online analytical applications with a feature-rich DBMS designed for speed. Key Features Hands-on approach towards learning ClickHouse from basic to advanced level. Numerous examples demonstrating how to use ClickHouse for analytical tasks. Straightforward explanations for complex concepts on ClickH
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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An end-to-end guide for IBM implementation partners and solution providers. Key Features Detailed step-by-step IBM Software installation and configuration that saves time for installing and configuring computers. Designed for students, IT consultants, systems and solution architects, data analysts, and developers. Unique solution documentation
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Every enterprise application creates data, whether it consists of log messages, metrics, user activity, or outgoing messages. Moving all this data is just as important as the data itself. With this updated edition, application architects, developers, and production engineers new to the Kafka streaming platform will learn how to handle data in motio
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Machine learning engineering is an in-demand skill set, and it can be difficult to find a helpful guide on the topic. This book will help you solve business problems by addressing the pain points in creating standardized pipelines for taking proof-of-concept ML models to production and producing trustworthy results.
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ebook
(107,10 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Essential PySpark for Scalable Data Analytics is an introduction for anyone new to the distributed computing model. You'll learn to unlock the analytics world by building end-to-end data processing pipelines, starting with data ingestion, cleansing, and integration, through to data visualization and building and operationalizing predictive models.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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This book will help you explore the foundations of Python programming and learn how Python can be used to achieve results.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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The book contains the most common as well as state-of-the-art methods in machine learning for time-series, and examples that every data scientist or analyst would have encountered, if not in their job, then in a job interview.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Explore the capabilities of Amazon SageMaker to effectively train, deploy, and manage machine learning and deep learning models in AWS with complete and thoroughly explained hands-on examples. With 80 proven recipes, this step-by-step guide will help you build the skills necessary to contribute to real-life ML requirements and projects.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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This book focuses on the next steps after creating a Tableau dashboard by teaching you how to publish it to Tableau Server and how to quickly and easily access required content on the server. You will learn to manage, modify, and share content by maximizing Tableau Server's features as well as explore best practices to optimize workbook performance
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Discover the roadblocks you may face in data engineering and keep up with the latest trends such as Delta Lake. This book will help you learn how to build data pipelines that can auto-adjust to changes. Using practical examples, you will implement a solid data engineering platform that will streamline data science, ML, and AI tasks.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Build production-ready machine learning and NLP systems using functional programming, development platforms, and cloud deployment. Key Features In-depth explanation and code samples highlighting the features of the Julia language. Extensive coverage of the Julia development ecosystem, package management, DevOps environment integration, and perfo
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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How can you realize MySQL's full power? With High Performance MySQL, you'll learn advanced techniques for everything from setting service-level objectives to designing schemas, indexes, and queries to tuning your server, operating system, and hardware to achieve your platform's full potential. This guide also teaches database administrators safe an
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ebook
(119,40 zł najniższa cena z 30 dni)
169.14 zł
199.00 zł(-15%) -
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Build AI applications using Python to intelligently interact with the world around you. Key Features Covers the practical aspects of Machine Learning and Deep Learning concepts with the help of this example-rich guide to Python. Includes graphical illustrations of Natural Language Processing and its implementation in NLTK. Covers deep learning
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Oracle Cloud Infrastructure for Solutions Architects is a comprehensive guide to designing effective solutions for overcoming real-world challenges using OCI. This book will help you get to grips with Oracle fundamentals and its core concepts with the help of step-by-step, detailed explanations and practical examples.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Power Query provides an easy-to-use GUI that allows you to achieve powerful data transformations within the M programming language. This book will show you how easy it is to learn the M language and its many AI-powered functions for auto-generating M code. It will also prepare you to use complex M functions.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Explore the infinite possibilities offered by Artificial Intelligence and Neural Networks Key Features Covers numerous concepts, techniques, best practices and troubleshooting tips by community experts. Includes practical demonstration of robust deep learning prediction models with exciting use-cases. Covers the use of the most powerful researc
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Połącz kropki zaprasza do przedziwnego świata najnowszych technologii - tak szeroko, jak żadna dotychczas książka na polskim rynku wydawniczym. Inżynieria genetyczna, automatyczna synteza chemiczna, nanoroboty medyczne, uczenie maszynowe, autonomiczne drony militarne, synteza organów in vitro... Publikacja wprowadza w podstawy tych wynalazków, prez
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ebook
(34,88 zł najniższa cena z 30 dni)
35.93 zł
49.90 zł(-28%) -
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Część I podręcznika stanowi wprowadzenie. Przedstawia w stopniu wystarczającym do dalszej lektury zagadnienia dotyczące sieci neuronowych, optymalizacji stochastycznej i programowania dynamicznego, czyli trzech podstawowych narzędzi służących do budowy systemów adaptacyjnych i uczących się. Część II jest poświęcona uczeniu się ze wzmocnienie
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ebook
(19,90 zł najniższa cena z 30 dni)
29.75 zł
35.00 zł(-15%) -
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Whether you're part of a small startup or a multinational corporation, this practical book shows data scientists, software and site reliability engineers, product managers, and business owners how to run and establish ML reliably, effectively, and accountably within your organization. You'll gain insight into everything from how to do model monitor
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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Understand data in a simple way using a data lake. Key Features In-depth practical demonstration of Hadoop/Yarn concepts with numerous examples. Includes graphical illustrations and visual explanations for Hadoop commands and parameters. Includes details of dimensional modeling and Data Vault modeling. Includes details of how to create and def
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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This book takes you through the concepts of the FastAPI framework, including its powerful dependency injection system. You'll learn how to build tested and reliable data science apps in Python using FastAPI, train machine learning models, and deploy them to the web.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Rasa provides an open-source framework for developing AI chatbots that uses natural language processing (NLP) and machine learning technologies. With this book, you'll become well-versed with all that Rasa offers to help you build a next-level customer experience at scale.
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ebook
(89,25 zł najniższa cena z 30 dni)
107.10 zł
119.00 zł(-10%) -
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Guide to Marketing Automation and Accelerated ROI on Advertising Key Features Demonstrates how a DSP works, its bidding strategies, impression tracking, and configurations. Exemplifies how AI/ML simplifies bidding strategies. Illustrates how SSP, exchange, ad-server, and header-bidding (client and server-side) work in detail. Description This
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Matematyzacja badań naukowych jest charakterystyczną cechą współczesnej nauki. Obecnie można obserwować przyśpieszony rozwój wiedzy fundamentalnej, metod analityczno-jakościowych i porównawczo-ilościowych, analizy danych empirycznych i systematycznego użycia potencjału komputerowego. W znacznej mierze rozszerza to możliwości poznania naukowego. Cał
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ebook
(16,89 zł najniższa cena z 30 dni)
23.19 zł
29.00 zł(-20%) -
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Data is a fantastic raw resource for powering change in an organization, but all too often the people working in those organizations don't have the necessary skills to communicate with data effectively. With this practical book, subject matter experts will learn ways to develop strong, persuasive points when presenting data to different groups in t
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ebook
(143,40 zł najniższa cena z 30 dni)
203.15 zł
239.00 zł(-15%) -
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This book will take you on a journey from an idea (“buy bullish stocks, sell bearish ones”) to becoming part of the elite club of long/short algorithmic traders. Along the way, we will explore several key concepts, such as trading edge, frequency, signal processing, trading psychology, capital efficiency, risk management, and asset al
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Power BI is a business intelligence and analytics services tool by Microsoft designed to provide visual and interactive insights into data. This book will provide thorough, technical examples of using all primary Power BI tools and features as well as demonstrate high impact end-to-end solutions that leverage and integrate these technologies and se
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ebook
(149,25 zł najniższa cena z 30 dni)
179.10 zł
199.00 zł(-10%) -
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The book provides a one-stop solution for getting into data science with Python and teaches how to extract insights from data.
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ebook
(119,25 zł najniższa cena z 30 dni)
143.10 zł
159.00 zł(-10%) -
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Most data scientists and engineers today rely on quality labeled data to train machine learning models. But building a training set manually is time-consuming and expensive, leaving many companies with unfinished ML projects. There's a more practical approach. In this book, Wee Hyong Tok, Amit Bahree, and Senja Filipi show you how to create product
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ebook
(161,40 zł najniższa cena z 30 dni)
228.65 zł
269.00 zł(-15%) -
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Going beyond the basics, Amazon SageMaker Best Practices provides end-to-end coverage of the service capabilities that the platform offers for building and automating machine learning workloads to address data science challenges. With this book, you'll discover tips to train, deploy, and monitor your machine learning solutions efficiently.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Building Data-Driven Applications with Danfo.js enables you to manipulate, analyze, and wrangle structured data in JavaScript environments. If you're a JavaScript developer working with data, this book will serve as a practical guide to using Danfo.js.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
139.00 zł(-10%) -
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Clear your doubts about Business Intelligence and start your new journey KEY FEATURES Includes successful methods and innovative ideas to achieve success with BI. Vendor-neutral, unbiased, and based on experience. Highlights practical challenges in BI journeys. Covers financial aspects along with technical aspects. Showcases multiple BI orga
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ebook
(36,90 zł najniższa cena z 30 dni)
71.91 zł
79.90 zł(-10%) -
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Deep Learning with fastai Cookbook helps you to quickly apply fastai to create deep learning applications. This recipe-based book teaches you how to use fastai for each of the four application areas that the framework explicitly supports: tabular data, text data (NLP), recommender systems, and vision data.
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ebook
(104,25 zł najniższa cena z 30 dni)
125.10 zł
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The Azure Databricks Cookbook shows you how to work with the latest as well as older versions of Apache Spark and integrate with various Azure resources for orchestrating, deploying, and monitoring big data solutions. You'll use Azure Databricks to build end-to-end solutions and address challenges in securing, productionizing, and monitoring them.
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A comprehensive innovative product handbook for managers designing and deploying enterprise business solutions. Key Features Covers proven technical approaches in migrating your enterprise systems to Oracle Cloud Computing. A handbook for decision-makers on using Oracle Product Suite for digital transformation. Understand the Oracle product ben
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Concepts of Machine Learning with Practical Approaches. Key Features Includes real-scenario examples to explain the working of Machine Learning algorithms. Includes graphical and statistical representation to simplify modeling Machine Learning and Neural Networks. Full of Python codes, numerous exercises, and model question papers for data scie
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Explore the accurate and fast fine-tuning capabilities of transformer-based language models and understand how they outperform traditional machine learning-based approaches when solving challenging NLU problems. Developers working with the Transformers architecture will be able to put their knowledge to work with this practical guide.
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Getting your models into production is the fundamental challenge of machine learning. MLOps offers a set of proven principles aimed at solving this problem in a reliable and automated way. This insightful guide takes you through what MLOps is (and how it differs from DevOps) and shows you how to put it into practice to operationalize your machine l
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Get a comprehensive overview on how to set up and design an effective database with MySQL. This thoroughly updated edition covers MySQL's latest version, including its most important aspects. Whether you're deploying an environment, troubleshooting an issue, or engaging in disaster recovery, this practical guide provides the insights and tools nece
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Wybitny informatyk i laureat Nagrody Turinga pokazuje, jak zrozumienie przyczynowości zrewolucjonizowało naukę i jak zrewolucjonizuje sztuczną inteligencję.
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With the explosion of data, computing power, and cloud data warehouses, SQL has become an even more indispensable tool for the savvy analyst or data scientist. This practical book reveals new and hidden ways to improve your SQL skills, solve problems, and make the most of SQL as part of your workflow.You'll learn how to use both common and exotic S
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This book on marketing analytics with Python will quickly get you up and running using practical data science and machine learning to improve your approach to marketing. You'll learn how to analyze sales, understand customer data, predict outcomes, and present conclusions with clear visualizations.
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Data Processing with Optimus helps you learn how to load, clean, and transform data easily with Optimus. This book is a step-by-step guide for preparing data to perform key data science tasks such as machine learning, analytics, feature engineering, and reporting to help you to build end-to-end real-world applications with ease.
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A problem-focused guide for tackling industrial machine learning issues with methods and frameworks chosen by experts. Key Features Popular techniques for problem formulation, data collection, and data cleaning in machine learning. Comprehensive and useful machine learning tools such as MLFlow, Streamlit, and many more. Covers numerous machine
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Millions of software developers use Python, and it is a powerful foundation for classical and quantum computing. Dancing with Python teaches you how to create elegant and efficient code using Pythonic techniques. Its integrated introduction to quantum computing development helps you extend your skills to the next major computing technology.
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This book takes away the fear of working with, analyzing, and visualizing data. Understand the key concepts involved with data analytics while working with real-world business examples. You are introduced to two fantastic tools to cleanse and analyze data (KNIME) and visualize your insights (Microsoft Power BI), but the principles from this book ca
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Gain a high-level introduction to GPT-3 and the OpenAI API with Exploring GPT-3. Get started without prior programming experience and learn how to work with GPT-3 for text generation, classification, semantic search, and more either without coding using the OpenAI Playground or by following simple code examples in both JavaScript and Python.
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Exploring GPT-3. An unofficial first look at the general-purpose language processing API from OpenAI
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Machine Learning Engineering with MLflow is a step-by-step guide that will have you up and running, and productive in no time with MLflow using the most effective machine learning engineering approach. You will also learn how to scale MLflow in big data environments and for high computing demands.
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If you use SQL in your day-to-day work as a data analyst, data scientist, or data engineer, this popular pocket guide is your ideal on-the-job reference. You'll find many examples that address the language's complexities, along with key aspects of SQL used in Microsoft SQL Server, MySQL, Oracle Database, PostgreSQL, and SQLite.In this updated editi
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step-by-step approach to Python programming with machine learning fundamental and theoretical principles. Key Features Introduces readers to Python programming in a very simple way. Extensive practical demonstration of Python concepts using numerous examples. Implementation of machine learning in Python using hands-on techniques. Description T
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Key Features Understand applications like reinforcement learning, automatic driving and image generation. Understand neural networks accompanied with figures and charts.. Learn about determining coefficients and initial values of weights. Description Deep learning helps you solve issues related to data problems as it has a vast array of mathem
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Getting Started with Streamlit for Data Science takes you from the basics of web app development in the Streamlit library and machine learning model deployment in Heroku and AWS. The book shows you how you can use Streamlit for a variety of projects to improve job applications and resumes and much more.
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Build a platform using Apache Kafka, Spark, and Storm to generate real-time data insights and view them through Dashboards. Key Features Extensive practical demonstration of Apache Kafka concepts, including producer and consumer examples. Includes graphical examples and explanations of implementing Kafka Producer and Kafka Consumer commands and m
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This thoroughly revised guide demonstrates how the flexibility of the command line can help you become a more efficient and productive data scientist. You'll learn how to combine small yet powerful command-line tools to quickly obtain, scrub, explore, and model your data. To get you started, author Jeroen Janssens provides a Docker image packed wit
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This book is divided into two parts with the first helping you to build advanced and scalable PostgreSQL apps. The second part enables you to administer them using DevOps. All the projects in this book will be demonstrated via the use of a small banking application for managing ATM machine locations in a typical city.
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AI is nothing without somewhere to run it. Now that mobile devices have become the primary computing device for most people, it's essential that mobile developers add AI to their toolbox. This insightful book is your guide to creating and running models on popular mobile platforms such as iOS and Android.Laurence Moroney, lead AI advocate at Google
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Data modeling for Azure Data Services teaches you the core concepts of setting up different types of databases for different use cases. With this hands-on guide, you'll learn how to implement the resulting data model in Azure efficiently.
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Salesforce helps to manage data effectively and securely while ensuring your Salesforce instance remains scalable. Whether it's a green field or a mature Salesforce org, this book will take you through helpful best practices and techniques to progress in your Salesforce career and avoid mistakes that can negatively impact your instance.
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Ideal for anyone who is just getting started with machine learning, this hands-on data science book will give you experience building predictive models using industry-standard tools and techniques. It will help you develop the skills and understanding to generate valuable insights and make data-driven business decisions.
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If you want to increase Tableau's value to your organization, this practical book has your back. Authors Ann Jackson and Luke Stanke guide data analysts through strategies for solving real-world analytics problems using Tableau. Starting with the basics and building toward advanced topics such as multidimensional analysis and user experience, you'l
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The Amazon Redshift Cookbook helps you get to grips with architecting Redshift and performing database administration tasks. You'll learn techniques for building pipelines, loading data optimally, and deriving insights from this data, along with understanding how to optimize performance and costs associated with data warehouses, and build ingestion
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This book will help you to understand the architectural components of a modern data warehouse and select those suitable for your requirements. You'll learn everything from how to integrate your source data into Azure Data Lake at scale to how to structure your analytical data estate and more.
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Python is an efficient tool for coupling scientific computing and mathematics. This book teaches you how to use it for linear algebra, arrays, plotting, iterating, functions, and polynomials. You'll explore task automation and understand essential math concepts and algorithms along with integrations for faster computation in scientific computing.
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This practical book shows you how to employ machine learning models to extract information from images. ML engineers and data scientists will learn how to solve a variety of image problems including classification, object detection, autoencoders, image generation, counting, and captioning with proven ML techniques. This book provides a great introd
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Explore the complex app development concepts for iOS application programming with fun and ease. Key Features In-depth knowledge with practical examples on how to develop professional iOS apps. Includes coverage on the entire iOS application development, right from designing the UI to application deployment. Get to know more about machine learni
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This easy-to-use reference for TensorFlow 2 design patterns in Python will help you make informed decisions for various use cases. Author KC Tung addresses common topics and tasks in enterprise data science and machine learning practices rather than focusing on TensorFlow itself.When and why would you feed training data as using NumPy or a streamin
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Build your data science skills. Start data visualization Using Python. Right away. Become a good data analyst by creating quality data visualizations using Python. Key Features Exciting coverage on loads of Python libraries, including Matplotlib, Seaborn, Pandas, and Plotly. Tons of examples, illustrations, and use-cases to demonstrate visual st
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Rozwiązania typowych problemów dotyczących przygotowania danych, konstruowania modeli i MLOps Wzorce projektowe opisane w tej książce obejmują najlepsze praktyki i rozwiązania powtarzalnych problemów w uczeniu maszynowym. Autorzy, troje inżynierów z firmy Google, skatalogowali sprawdzone metody, aby pomóc badaczom dan
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Using machine learning-based NLP models, you can speed up business processes, make more accurate predictions, and uncover new insights from your existing data, where spaCy, an advanced industrial-grade natural language processing library, can help. With this book, you'll learn how to use it and create high-impact ML solutions for NLP.
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Discover one of the most complete dictionaries in data science. Key Features Simplified understanding of complex concepts, terms, terminologies, and techniques. Combined glossary of machine learning, mathematics, and statistics. Chronologically arranged A-Z keywords with brief description. Description This pocket guide is a must for all data
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Data scientists working with network data will be able to put their knowledge to work with this practical guide to building machine learning algorithms using graph data. The book provides a hands-on approach to implementation and associated methodologies that will have you up and running and productive in no time.
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Conceptualizing deep learning in computer vision applications using PyTorch and Python libraries. Key Features Covers a variety of computer vision projects, including face recognition and object recognition such as Yolo, Faster R-CNN. Includes graphical representations and illustrations of neural networks and teaches how to program them. Inclu
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Success in data science depends on the flexible and appropriate use of tools. That includes Python and R, two of the foundational programming languages in the field. This book guides data scientists from the Python and R communities along the path to becoming bilingual. By recognizing the strengths of both languages, you'll discover new ways to acc
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If you're a designer working with Revit, this Autodesk Revit book will guide you through improving productivity and efficiency in your day-to-day tasks. With the help of this book, you'll be able to set up your Revit projects, explore Revit's core functionalities, use Dynamo for visual programming, and leverage Power BI to analyze BIM information.
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How to minimize the global problem of e-waste Key Features Explore core concepts of Reliability Analysis, various smart models, different electronic components, and practical use of MATLAB. Cutting edge coverage on building intelligent systems for reliability analysis. Includes numerous techniques and methods to identify failure and reliabilit
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Utilize Python and IBM Watson to put real-life use cases into production. Key Features Use of popular Python packages for building Machine Learning solutions from scratch. Practice various IBM Watson Machine Learning tools for Computer Vision and Natural Language Processing applications. Expert-led best practices to put your Machine Learning s
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This book helps you understand the basic concepts and techniques of using Azure Synapse step-by-step. You'll gradually gain the skills you need to work with data and develop analytics solutions using the Azure analytics platform even with no prior knowledge of Azure.
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Master MongoDB - The widely used modern database in a step-by-step, practical, and easy-to-understand approach covering all major topics Key Features In-depth practical demonstration of MongoDB concepts with numerous examples. Includes graphical illustrations and visual explanations for MongoDB commands and methods. Covers advanced topics such
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Harness the full power of the behavioral data in your company by learning tools specifically designed for behavioral data analysis. Common data science algorithms and predictive analytics tools treat customer behavioral data, such as clicks on a website or purchases in a supermarket, the same as any other data. Instead, this practical guide introdu
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The capabilities of Microsoft Forms and Dynamics 365 Customer Voice are boundless in their service of generating feedback from both customers and employees. This hands-on guide to Microsoft Forms is filled with real-world scenarios and best practices that will have you up and running with generating insights and user conversations in no time.
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Take advantage of today's sky-high demand for data engineers. With this in-depth book, current and aspiring engineers will learn powerful real-world best practices for managing data big and small. Contributors from notable companies including Twitter, Google, Stitch Fix, Microsoft, Capital One, and LinkedIn share their experiences and lessons learn
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This book shows you how to effectively use Power BI, covering everything from Fact tables and Dimension tables to different data modeling techniques. With the help of real-world scenarios, you'll be able to identify when, why, and how to prepare data to support an efficient Star Schema to satisfy business requirements.
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This book helps you accelerate machine learning model development with BigQuery ML. Throughout the book, you'll use various ML models to learn about BigQuery ML features and discover how to apply them to different business scenarios. This book will help you to extend existing SQL capabilities to leverage the full potential of machine learning.
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Mastering Advanced Python Programming Key Features In-depth coverage on fundamentals of functions, recursion, classes, inheritance, and files. Mastery of advanced topics - Database connectivity, Errors and Exception, Testing and Debugging, threads, Data visualization, and Data analysis. In-depth coverage of advanced concepts such as data struc
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