Giuseppe Ciaburro: 8 books
by Giuseppe Ciaburro
Language: English
Release Date: August 28, 2017
Language: English
Release Date: August 28, 2017
Extract patterns and knowledge from your data in easy way using MATLAB
About This Book
Get your first steps into machine learning with the help of this easy-to-follow guide
Learn regression, clustering, classification, predictive analytics, artificial neural networks and more with MATLAB
Understand...
Regression Analysis with R
Design and develop statistical nodes to identify unique relationships within data at scale
Language: English
Release Date: January 31, 2018
Build effective regression models in R to extract valuable insights from real data
Key Features
Implement different regression analysis techniques to solve common problems in data science - from data exploration to dealing with missing values
From Simple Linear Regression to Logistic Regression...
Hands-On Machine Learning on Google Cloud Platform
Implementing smart and efficient analytics using Cloud ML Engine
Language: English
Release Date: April 30, 2018
Unleash Google's Cloud Platform to build, train and optimize machine learning models
Key Features
Get well versed in GCP pre-existing services to build your own smart models
A comprehensive guide covering aspects from data processing, analyzing to building and training ML models
A practical approach...
Hands-On Data Warehousing with Azure Data Factory
ETL techniques to load and transform data from various sources, both on-premises and on cloud
Language: English
Release Date: May 31, 2018
Leverage the power of Microsoft Azure Data Factory v2 to build hybrid data solutions
Key Features
Combine the power of Azure Data Factory v2 and SQL Server Integration Services
Design and enhance performance and scalability of a modern ETL hybrid solution
Interact with the loaded data in data...
by Balaji Venkateswaran, Giuseppe Ciaburro
Language: English
Release Date: September 27, 2017
Language: English
Release Date: September 27, 2017
Uncover the power of artificial neural networks by implementing them through R code.
About This Book
Develop a strong background in neural networks with R, to implement them in your applications
Build smart systems using the power of deep learning
Real-world case studies to illustrate the...
Keras Reinforcement Learning Projects
9 projects exploring popular reinforcement learning techniques to build self-learning agents
Language: English
Release Date: September 29, 2018
A practical guide to mastering reinforcement learning algorithms using Keras
Key Features
Build projects across robotics, gaming, and finance fields, putting reinforcement learning (RL) into action
Get to grips with Keras and practice on real-world unstructured datasets
Uncover advanced deep...
Keras 2.x Projects
9 projects demonstrating faster experimentation of neural network and deep learning applications using Keras
Language: English
Release Date: December 31, 2018
Demonstrate fundamentals of Deep Learning and neural network methodologies using Keras 2.x
Key Features
Experimental projects showcasing the implementation of high-performance deep learning models with Keras.
Use-cases across reinforcement learning, natural language processing, GANs and computer...
Python Machine Learning Cookbook
Over 100 recipes to progress from smart data analytics to deep learning using real-world datasets, 2nd Edition
Language: English
Release Date: March 30, 2019
Discover powerful ways to effectively solve real-world machine learning problems using key libraries including scikit-learn, TensorFlow, and PyTorch
Key Features
Learn and implement machine learning algorithms in a variety of real-life scenarios
Cover a range of tasks catering to supervised,...