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Course Material

Python for Data Science
Python Basics
Class video
 
Python Data Manipulations
Class video
Statistics and Data Preparation
Basic Statistics
Class video
 
Data Cleaning
Class video
 
Project Phase-1 Data Cleaning
Class video
Python Practice Project -1 : Numpy project
Python Practice Project -2 : Pandas project
Python Practice Project -3 : Python Programming 

 

ML Basic Algorithms
Linear Regression
Class video
 
Logistic Regression
Class video
 
Project Phase-2 ML Models
Class video
 
Decision Trees
Class video
 
Model Validation Metrics
Class video
 
Feature Engineering
Class video
 
Project Phase-3 ML Models & Validation
Class video
 
Cluster Analysis
Class video
ML Advanced Algorithms
Random Forest
Class video
 
Boosting
Class video
 
Project Phase-4 ML Advanced Models
Class video
 
ANN
Class video
NLP
NLP Data Preprocessing
Class video
 
Sentiment Analysis BOW
Class video
 
Word2Vec
 
Driver Analysis
Driver Analysis
Class video
Testing of Hypothesis
Testing of Hypothesis
Class video

 

Three Day Crashcourse on ML
Day-1
Class video
 
Day-2
Class video
 
Day-3
Class video
Deep Learning
TensorFlow and Keras
 
 
ANN Hyperparameters
 
 
CNN
Class video
 
RNN and LSTM
 

Will be updated soon

Get in touch 

+91 - 9676098897

info@statinfer.com 

Will be updated soon

Get in touch 

+91 - 9676098897

info@statinfer.com 

Will be updated soon

Get in touch 

+91 - 9676098897

info@statinfer.com 

Will be updated soon

Get in touch 

+91 - 9676098897

info@statinfer.com 
1A
Banking
Marketing
Bank Insurance marketing

Details will be updated soon

Get in touch 

+91 – 9676098897

info@statinfer.com

1B
Banking
Marketing
Bank Loan marketing
1C
Banking
HR Analytics
HR Analytics Employee Attrition
1D
Banking
Credit Risk
Default of credit card clients
1E
Banking
Marketing
Credit Card Customers Churn Prediction
1F
Banking
Credit Risk
Credit Card Acquisition model
1G
Banking
Fraud
CC Transactions Fraud Detection
2A
IT
Automobile
Automobile price prediction
2B
IT
IT
Taxifare prediction
3A
Health Care
Disease Prediction
Diabetes Prediction
3B
Health Care
Disease Prediction
Breast Cancer Prediction
3C
Health Care
Disease Prediction
Heart disease Prediction
3D
Health Care
Image Processing
NIH Chest X-rays
3E
Health Care
Image Processing
Malaria Detection
3F
Health Care
Disease Prediction
Stroke Prediction
3G
Health Care
Disease Prediction
Hepatitis C Prediction
3H
Health Care
Image Processing
Brain Tumor Detection
4A
Insurance
Marketing
US Health Insurance Marketplace
4B
Insurance
Marketing
Health Insurance Cross Sell Prediction
4C
Insurance
Fraud
Auto Insurance Claims Fraud Detection
4D
Insurance
Fraud
General Insurance Fraud Detection
5A
Telecom
Customer Usage
The SMS Spam Prediction
5B
Telecom
Customer Churn
Telecom Churn Prediction
7A
Retail & Ecom
Ecom
Ecom Reviews Data

Download chapters from springer link – Click here

Download codes and datasets from Github link – Click here

Buy low priced edition from Wiley International – Click here

 

 

 

 

 

Amazon Link  – Click here

Download codes and datasets from Google Drive link – Click here

Download codes and datasets from Github link – Click here

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Get in touch 

+91 - 9676098897

info@statinfer.com 
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