Advanced Data Analytics
Data Science with Python
Numpy
Pandas
Data Visualization
Exploratory Data Analysis
Statistical Methods
Central Tendency & Dispersion
Probability & Hypothesis of Testing
Advanced Statistics
Analysis of Variance
Principal Componant Analysis
Data Mining
Decision Tree
Random Forest
Artificial Naural Network
Clustering
Predictive Modelling
Linear Regression
Logistic Regression
Linear Discriminant Analysis
Performance Messures
Machine Learning
Naive-Basyes Algorithm
K Nearest Neighbours
Bagging & Boosting
Ensemble Methods
Time Series Forecasting
Decomposition & Model Validation
Moving Average Forecasting
Exponantial Smoothing
ARIMA & SARIMA
Data Visualization using Tableau
Tables & Charts
Design Principles
Deriving Insights
Dashboard & Storyboard
SQL
RDBMS & Data Structures
SQL Operations & SQL Queries
Domain Specefic Application
RFM Analysis
Credit Risk Analysis
CAPSTONE Project
- Week
26 - No. of Classes
78 - Class Durations
156(hrs)
