Data validations, Sorting tables, Charts
Basic and Advance SQL, Database structure,

NumPy, Pandas
Data Frame Manipulation
Visualization, EDA and Data Processing

Linear Regression
Logistic Regression
Decision Tree and random Forrest
Naive Bayes
Model Selection

Advance Regression
Support Vector Machine
Tree Models
Unsupervised Learning: Clustering
Unsupervised Learning: Principal Component Analysis
KNN
Kmeans Clustering
Market Basket Analysis

Introduction to Deep Learning
Getting started with TensorFlow
Understanding Neural Networks with Tenser Flow
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
Understanding of TFLearn APIs
Understanding of Keras APIs
CNN and Rnn with Python

Introduction to NLP & Text Analytics
Text Pre Processing Techniques
Distance Algorithms used in Text Analytics
Information Retrieval Systems
Topic Modelling & Dirichlet Distributions

Introduction to Computer Vision
Image Processing
Image Classification and segmentation
OpenCV Library
Object Detection (SSD)