Learn IT - Books tags principal

Data Science Fundamentals for Python and MongoDB

Apress, 2018

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

Packt Publishing, 2018

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

Apress, 2018

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

Packt Publishing, 2018

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

Packt Publishing, 2016

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

Packt Publishing, 2019

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

Apress, 2018

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

O'Reilly, 2018

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

McGraw-Hill, 2007

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

Packt Publishing, 2017

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)

MIT Press, 2001

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

Addison Wesley, 2002

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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