Learn IT - Books tags scientist

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...

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...

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...

Numerical Computing with Python: Harness the power of Python to analyze and find hidden patterns in the data

Packt Publishing, 2018

Understand, explore, and effectively present data using the powerful data visualization techniques of Python

Key Features

Use the power of Pandas and Matplotlib to easily solve data mining issues

Understand the basics of statistics to build powerful predictive data...

Hands-On Deep Learning for Images with TensorFlow: Build intelligent computer vision applications using TensorFlow and Keras

Packt Publishing, 2018

Explore TensorFlow's capabilities to perform efficient deep learning on images

Key Features

Discover image processing for machine vision

Build an effective image classification system using the power of CNNs

Leverage TensorFlow's capabilities to...

Mastering Exploratory Analysis with pandas: Build an end-to-end data analysis workflow with Python

Packt Publishing, 2018

Explore Python frameworks like pandas, Jupyter notebooks, and Matplotlib to build data pipelines and data visualization

Key Features

Learn to set up data analysis pipelines with pandas and Jupyter notebooks

Effective techniques for data selection, manipulation, and...

TensorFlow Machine Learning Cookbook: Over 60 recipes to build intelligent machine learning systems with the power of Python, 2nd Edition

Packt Publishing, 2018

Skip the theory and get the most out of Tensorflow to build production-ready machine learning models

Key Features

Exploit the features of Tensorflow to build and deploy machine learning models

Train neural networks to tackle real-world problems in Computer Vision and...

Generative Adversarial Networks Projects: Build next-generation generative models using TensorFlow and Keras

Packt Publishing, 2019

Explore various Generative Adversarial Network architectures using the Python ecosystem

Key Features

Use different datasets to build advanced projects in the Generative Adversarial Network domain

Implement projects ranging from generating 3D shapes to a face aging...

Hands-On Automated Machine Learning: A beginner's guide to building automated machine learning systems using AutoML and Python

Packt Publishing, 2018

Automate data and model pipelines for faster machine learning applications

Key Features

Build automated modules for different machine learning components

Understand each component of a machine learning pipeline in depth

Learn to use different open source...

Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras

Packt Publishing, 2018

Dive deeper into neural networks and get your models trained, optimized with this quick reference guide

Key Features

A quick reference to all important deep learning concepts and their implementations

Essential tips, tricks, and hacks to train a variety of deep learning...

Ethereum Cookbook: Over 100 recipes covering Ethereum-based tokens, games, wallets, smart contracts, protocols, and Dapps

Packt Publishing, 2018

Mine Ether, deploy smart contracts, tokens, and ICOs, and manage security vulnerabilities of Ethereum

Key Features

Build end-to-end decentralized Ethereum apps using Truffle, Web3, and Solidity

Explore various solution-based recipes to build smart contracts and foolproof...

Julia 1.0 Programming: Dynamic and high-performance programming to build fast scientific applications, 2nd Edition

Packt Publishing, 2018

Enter the exciting world of Julia, a high-performance language for technical computing

Key Features

Leverage Julia's high speed and efficiency for your applications

Work with Julia in a multi-core, distributed, and networked environment

Apply Julia to...

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