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Data Analytics (Learning (Algorithms (Regresison Algos (Linear Regression,…
Data Analytics
Learning
Python/R Basics
Algorithms
Implementation in Python/R
Regresison Algos
Linear Regression
Multiple Linear regression
Polynomial Regresion
Support Vector Regression
Random forests
KNN
Decision Tree Regression
Evaluating Regression Models Performance
Classification
Logistic Regression
KNN
Support Vector Machines
Kernel SVM
Naive Bayes
Decision Tree Classification
Random Forrest Classification
Evaluating Classification Models Performance
Clustering
K-Means Clustering
Hierarchical Clustering
Association Rule Learning
Apriori
Eclat
Upper Confidence Bound
NLP
BI Dashboards
PowerBI
Tableau
Services
Process
List Problems Faced by Companies
Get Sample Data
Implement the Algorithm
Interpret the Results
Provide the Solution
Domains
Customer Analytics
Customer Lifetime Value
Marketing Analytics
Churn Modelling/ Attrition Models
Market Segments analysis
Different Market/Product Strategy
Cross selling
Up selling
Operations Analytics
Fraud Analytics