Machine Learning

Beginning NLP Natural Language Processing— Tokenize Words and Sentences, Find Frequencies, Lemmatize, Get Synonyms

ChampaksWorld.com:

In this post we will start NLP=Natural Language Processing. Use NLTK Natural Language Toolkit to perform some preliminary processing.We will read input, tokenize sentences, words, find frequencies of words, remove common/stop words from the input, find synonyms and draw a few plots.Let us start with tokenizing some text for sentences

Introduction to Machine Learning-2

ChampaksWorld.com: A short introduction to Machine Learning and the difference from classical binary logic programming.

Defining Machine Learning Problems,Initial Information input. ,Exploration, Rectify, Classify, Features, Dimensions ,,Training Sets and Testing Sets.Deployment, Missing Values, Encoding,Scaling, Specializing, Partitioning.

Introduction to Machine Learning-1

A short introduction to Machine Learning and the difference from classical binary logic programming.

Introduction to Machine Learning terms and vocabulary.
Supervised Learning, Unsupervised Learning, Classification, Regression, Deep Learning, Logic learning, Genetic Algorithm etc