AbhishekSinghAulakh

Boosting

Adaboost & XGBoost algorithm code samples

ClassicalRL_TicTacToeAgent

TicTacToe Game using classical Reinforcement Learning

Clustering

Repo for Clustering Algorithms

CNN

Code samples for CNN & Computer vision

DQN

Deep Q-Learning Networks (Advanced Reinforcement Learning)

EDA

Exploratory Data Analysis | Spark Funds Venture Investment Funds opportunities

Ensemble-Learning-Trees

Case Studies and code samples for model built using Ensemble Learning specially using Decision Trees & Random Forest

InferentialStats

Case Study & Codes for Hypothesis testing & deriving Inferential statistics and other insights from the dataset

iongroup

LinearRegression

Case Studies and Code samples for Linear Regression Models (Simple and Multiple predictor variables)

AbhishekSinghAulakh/Boosting

Adaboost & XGBoost algorithm code samples

AbhishekSinghAulakh/ClassicalRL_TicTacToeAgent

TicTacToe Game using classical Reinforcement Learning

AbhishekSinghAulakh/Clustering

Repo for Clustering Algorithms

AbhishekSinghAulakh/CNN

Code samples for CNN & Computer vision

AbhishekSinghAulakh/DQN

Deep Q-Learning Networks (Advanced Reinforcement Learning)

AbhishekSinghAulakh/EDA

Exploratory Data Analysis | Spark Funds Venture Investment Funds opportunities

AbhishekSinghAulakh/Ensemble-Learning-Trees

Case Studies and code samples for model built using Ensemble Learning specially using Decision Trees & Random Forest

AbhishekSinghAulakh/InferentialStats

Case Study & Codes for Hypothesis testing & deriving Inferential statistics and other insights from the dataset

AbhishekSinghAulakh/iongroup

AbhishekSinghAulakh/LinearRegression

Case Studies and Code samples for Linear Regression Models (Simple and Multiple predictor variables)

AbhishekSinghAulakh/LogisticRegression

Codes and case studies for Classification problems using Logistic classifiers

AbhishekSinghAulakh/NaiveBayes

Repo contains the code samples and case studies of Classification & Regression problem solved using Naïve Bayes Classifiers (Binomial or Multinomial)

AbhishekSinghAulakh/NER_CRF

Natural Language Processing Case Study for Name Entity Recognition using Custom Random Fields.

AbhishekSinghAulakh/NewsRecommenderSystems

News Recommender Systems using Popularity, Collaborative Filtering, Content-based and ALS techniques

AbhishekSinghAulakh/NLP-Ticket-Classification

Auto Ticket Classification using NLP (Lemmatization & POS tagging) and Supervised Machine Learning models