Introduction to Data Science, Data Analytics, A.I, M.L, D.L, NLP | RoadMap

Introduction to Python | How to write code in Google Colab, Jupyter Notebook, Pycharm & IDLE

Advertisement Sale prediction from an existing customer using LOGISTIC REGRESSION

Salary Estimation using K-NEAREST NEIGHBOR

Character Recognition using SUPPORT VECTOR MACHINE

Titanic Survival Prediction using NAIVE BAYES

Leaf Detection using DECISION TREE

Handwritten digit recognition using RANDOM FOREST

Evaluating Classification model Performance

Classification Model Selection for Breast Cancer classification

House Price Prediction using LINEAR REGRESSION Single Variable

Exam Mark Prediction using LINEAR REGRESSION Multiple Variable

Predicting the Previous salary of the New Employee using POLYNOMIAL REGRESSION

Stock price prediction using SUPPORT VECTOR REGRESSION

Height Prediction from the Age using DECISION TREE REGRESSION

Car price prediction using RANDOM FOREST

Heart Disease Prediction using Naïve bayes

Evaluating Regression model performance

Regression Model Selection for Engine Energy prediction

Identifying the Pattern of the Customer spent using K-MEANS CLUSTERING

Customer Spending analysis using HIERARCHICAL CLUSTERING

Leaf types data visualization using PRINCIPLE COMPONENT ANALYSIS

Finding Similar Movie based on ranking using SINGULAR VALUE DECOMPOSITION

Market Basket Analysis using APIRIORI, Market Basket Optimization/Analysis using ECLAT

Web Ads. Click through Rate optimization using UPPER BOUND CONFIDENCE

A.I Snake Game using REINFORCEMENT LEARNING

Sentimental Analysis using Natural Language Processing

Breast cancer Tumor prediction using XGBOOST

Pima-Indians Diabetes Classification

Covid-19 Detection using CNN