- Giving Computers the Ability to Learn from Data
- Training Machine Learning Algorithms for Classification
- A Tour of Machine Learning Classifiers Using Scikit-learn
- Building Good Training Sets – Data Pre-Processing
- Compressing Data via Dimensionality Reduction
- Learning Best Practices for Model Evaluation and Hyperpa- rameter Tuning
- Combining Different Models for Ensemble Learning
- Applying Machine Learning to Sentiment Analysis
- Embedding a Machine Learning Model into a Web Application
- Predicting Continuous Target Variables with Regression Anal- ysis
- Working with Unlabeled Data – Clustering Analysis
- Training Artificial Neural Networks for Image Recognition
- Parallelizing Neural Network Training with Theano
Related posts:
Introduction to Deep Learning Business Application for Developers - Armando Vieira & Bernardete Ribe...
Python Modules
An introduction to neural networks - Kevin Gurney & University of Sheffield
Python Program to Swap Two Variables
Python String endswith()
Deep Learning dummies first edition - John Paul Mueller & Luca Massaron
Artificial Intelligence with an introduction to Machine Learning second edition - Richar E. Neapolit...
Foundations of Machine Learning second edition - Mehryar Mohri & Afshin Rostamizadeh & Ameet Talwalk...
Python Set issuperset()
Python Program to Find HCF or GCD
Python Program to Safely Create a Nested Directory
Python String isspace()
Java Deep Learning Essentials - Yusuke Sugomori
Python Program to Append to a File
Superintelligence - Paths, Danges, Strategies - Nick Bostrom
Deep Learning in Python - LazyProgrammer
Python Data Structures and Algorithms - Benjamin Baka
Python float()
Python Machine Learning Third Edition - Sebastian Raschka & Vahid Mirjalili
Python Object Oriented Programming
Python Program to Delete an Element From a Dictionary
Python issubclass()
Python Program to Count the Number of Occurrence of a Character in String
Python frozenset()
Neural Networks and Deep Learning - Charu C.Aggarwal
Python input()
Python range()
Hands-On Machine Learning with Scikit-Learn and TensorFlow - Aurelien Geron
Python Program to Make a Flattened List from Nested List
Python Deeper Insights into Machine Learning - Sebastian Raschka & David Julian & John Hearty
Python Objects and Classes
Python delattr()
