Learn IT - Books tags algorithms

Modern Python Standard Library Cookbook: Over 100 recipes to fully leverage the features of the standard library in Python

Packt Publishing, 2018

Build optimized applications in Python by smartly implementing the standard library

Key Features

Strategic recipes for effective application development in Python

Techniques to create GUIs and implement security through cryptography

Best practices for...

Data Science Algorithms in a Week: Top 7 algorithms for scientific computing, data analysis, and machine learning, 2nd Edition

Packt Publishing, 2018

Build a strong foundation of machine learning algorithms in 7 days

Key Features

Use Python and its wide array of machine learning libraries to build predictive models

Learn the basics of the 7 most widely used machine learning algorithms within a week

Know...

Thoughtful Data Science: A Programmer's Toolset for Data Analysis and Artificial Intelligence with Python, Jupyter Notebook, and PixieDust

Packt Publishing, 2018

Bridge the gap between developer and data scientist by creating a modern open-source, Python-based toolset that works with Jupyter Notebook, and PixieDust.

Key Features

Think deeply as a developer about your strategy and toolset in data science

Discover the best tools that...

Getting Started with Python: Understand key data structures and use Python in object-oriented programming

Packt Publishing, 2019

Harness the power of Python objects and data structures to implement algorithms for analyzing your data and efficiently extracting information

Key Features

Turn your designs into working software by learning the Python syntax

Write robust code with a solid understanding of...

Machine Learning for Finance: Principles and practice for financial insiders

Packt Publishing, 2019

A guide to advances in machine learning for financial professionals, with working Python code

Key Features

Explore advances in machine learning and how to put them to work in financial industries

Clear explanation and expert discussion of how machine learning works, with...

Hands-On Recommendation Systems with Python: Start building powerful and personalized, recommendation engines with Python

Packt Publishing, 2018

With Hands-On Recommendation Systems with Python, learn the tools and techniques required in building various kinds of powerful recommendation systems (collaborative, knowledge and content based) and deploying them to the web

Key Features

Build industry-standard recommender systems

...

Machine Learning for Mobile: Practical guide to building intelligent mobile applications powered by machine learning

Packt Publishing, 2018

Leverage the power of machine learning on mobiles and build intelligent mobile applications with ease

Key Features

Build smart mobile applications for Android and iOS devices

Use popular machine learning toolkits such as Core ML and TensorFlow Lite

Explore...

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...

Python: Beginner's Guide to Artificial Intelligence: Build applications to intelligently interact with the world around you using Python

Packt Publishing, 2018

Develop real-world applications powered by the latest advances in intelligent systems

Key Features

Gain real-world contextualization using deep learning problems concerning research and application

Get to know the best practices to improve and optimize your machine...

Deep Learning with PyTorch: A practical approach to building neural network models using PyTorch

Packt Publishing, 2018

Build neural network models in text, vision and advanced analytics using PyTorch

Key Features

Learn PyTorch for implementing cutting-edge deep learning algorithms.

Train your neural networks for higher speed and flexibility and learn how to implement them in various...

Data Analysis with Python: A Modern Approach

Packt Publishing, 2018

Learn a modern approach to data analysis using Python to harness the power of programming and AI across your data. Detailed case studies bring this modern approach to life across visual data, social media, graph algorithms, and time series analysis.

Key Features

Bridge your data analysis...

Hands-On Data Structures and Algorithms with Python: Write complex and powerful code using the latest features of Python 3.7, 2nd Edition

Packt Publishing, 2018

Learn to implement complex data structures and algorithms using Python

Key Features

Understand the analysis and design of fundamental Python data structures

Explore advanced Python concepts such as Big O notation and dynamic programming

Learn functional...

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