Core Python
Advance Python
Django
API

C++
Data Structure
Test Series

Linux
AWS (Cloud Deployment)
C Panel
SDLC (Agile Scrum)

Introduction to python
Control structures, Function and Modules
Exception and Files

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

Conditional expressions, logical functions, VLOOKUP
Data validations, Sorting tables, Charts
Basic and Advance SQL, Database structure,

Introduction to Big Data
Map Reduce Basics
Hadoop Eco-system
HDFS Architecture
HIVE, PIG, HBase, Scoop
Apache Spark Architecture
RDD Operations: Transformation & Actions
Spark SQL Library - Data Frames

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

Intro to Tableau Interface
Connecting to data
Visual Analytics, Mapping
Dashboard and Stories

INTRODUCTION TO POWER BI
CREATING POWER BI REPORTS, AUTO FILTERS
REPORT VISUALIZATIONS and PROPERTIES
CHART AND MAP REPORT PROPERTIES
HIERARCHIES and DRILLDOWN REPORTS
POWER QUERY
POWERBI DEPLOYMENT
POWER BI REPORTS

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)