Machine Learning, Business analytics with R Programming & Py

Learn complete Machine learning, Deep learning, business analytics & Data Science with R & Python covering applied statistics, R programming, data visualization & machine learning models like pca, neural network, CART, Logistic regression & more.

You will build models using real data and learn how to handle machine learning and deep learning projects like image recognition.

You will have lots of projects, code files, assignments and we will use R programming language as well as python.

Release notes– 01 March

Deep learning with Image recognition & Keras

Fundamentals of deep learning

Methodology of deep learning

Architecture of deep learning models

What is activation function & why we need them

Relu & Softmax activation function

Introduction to Keras

Build a Multi–layer perceptron model with Python & Keras for Image recognition

Release notes– 30 November 2019 Updates;

Machine learning & Data science with Python

Introduction to machine learning with python

Walk through of anaconda distribution & Jupyter notebook

Numpy

Pandas

Data analysis with Python & Pandas

Data Visualization with Python

Data Visualization with Pandas

Data visualization with Matplotlib

Data visualization with Seaborn

Multi class linear regression with Python

Logistic regression with Python

I am avoiding repeating same models with Python but included linear regression & logistic regression for continuation purpose.