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Data Science Fundamentals for Python and MongoDB
Data Science Fundamentals for Python and MongoDB
Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate....
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition
Machine Learning Algorithms: Popular algorithms for data science and machine learning, 2nd Edition

An easy-to-follow, step-by-step guide for getting to grips with the real-world application of machine learning algorithms

Key Features

  • Explore statistics and complex mathematics for data-intensive applications
  • Discover new developments in EM algorithm, PCA, and bayesian...
Advanced Data Analytics Using Python: With Machine Learning, Deep Learning and NLP Examples
Advanced Data Analytics Using Python: With Machine Learning, Deep Learning and NLP Examples
Gain a broad foundation of advanced data analytics concepts and discover the recent revolution in databases such as Neo4j, Elasticsearch, and MongoDB. This book discusses how to implement ETL techniques including topical crawling, which is applied in domains such as...
Python Data Science Essentials: A practitioner's guide covering essential data science principles, tools, and techniques, 3rd Edition
Python Data Science Essentials: A practitioner's guide covering essential data science principles, tools, and techniques, 3rd Edition

Gain useful insights from your data using popular data science tools

Key Features

  • A one-stop guide to Python libraries such as pandas and NumPy
  • Comprehensive coverage of data science operations such as data cleaning and data manipulation
  • Choose scalable...
Mastering JavaScript Design Patterns - Second Edition
Mastering JavaScript Design Patterns - Second Edition

Key Features

  • Learn how to use tried and true software design methodologies to enhance your JavaScript code
  • Discover robust JavaScript implementations of classic and advanced design patterns
  • Packed with easy-to-follow examples that can be used to create reusable code and...
Building Serverless Microservices in Python: A complete guide to building, testing, and deploying microservices using serverless computing on AWS
Building Serverless Microservices in Python: A complete guide to building, testing, and deploying microservices using serverless computing on AWS

A practical guide for developing end-to-end serverless microservices in Python for developers, DevOps, and architects.

Key Features

  • Create a secure, cost-effective, and scalable serverless data API
  • Use identity management and authentication for a user-specific and secure...
Pro SQL Server on Linux: Including Container-Based Deployment with Docker and Kubernetes
Pro SQL Server on Linux: Including Container-Based Deployment with Docker and Kubernetes
Get SQL Server up and running on the Linux operating system and containers. No database professional managing or developing SQL Server on Linux will want to be without this deep and authoritative guide by one of the most respected experts on SQL Server in the industry. Get an inside look at how SQL Server for Linux works through the...
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Bob Miller's High School Calc for the Clueless - Honors and AP Calculus AB & BC
Bob Miller's High School Calc for the Clueless - Honors and AP Calculus AB & BC
Student tested and approved!

If you suffer from math anxiety, then sign up for private tutoring with Bob Miller!

Do theorems, derivatives, and integrals leave your head spinning?

If so, you are like hundreds of thousands of other students who face math-especially, calculus-with fear.

Luckily, there is a...

Microservices Deployment Cookbook
Microservices Deployment Cookbook

Key Features

  • Adopt microservices-based architecture and deploy it at scale
  • Build your complete microservice architecture using different recipes for different solutions
  • Identify specific tools for specific scenarios and deliver immediate business results, correlate use cases, and adopt them...
The Character of Physical Law (Messenger Lectures, 1964)
The Character of Physical Law (Messenger Lectures, 1964)

In these Messenger Lectures, originally delivered at Cornell University and recorded for television by the BBC, Richard Feynman offers an overview of selected physical laws and gathers their common features into one broad principle of invariance. He maintains at the outset that the importance of a physical law is not "how clever...

Understanding .NET: A Tutorial and Analysis
Understanding .NET: A Tutorial and Analysis

Microsoft's .NET is a collection of new technologies that are revolutionizing Windows-based software development. A major theme of .NET is the idea of Web services, allowing software to communicate directly with other software using Internet technologies. The .NET Framework and Visual Studio.NET, two more core aspects of this initiative, provide...

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