Machine Learning with Python


Supervised Machine Learning

Regression Analysis

  • Simple Linear Regression
  • Multiple Regression
  • Regression with Transformation
  • Logistic Regression

Classification

  • Decision trees
  • KNN
  • Naïve Bayes
  • Support vector machine
  • Random Forest

Unsupervised Machine Learning

Clustering

  • Hierarchial
  • k-means Clustering
  • DBScan Clustering

Dimensionality Reduction

  • Factor Analysis
  • Principal Component Analysis

Association Rules

  • Market Basket Analysis
  • Recommendation Engine

Supervised Machine Learning

Time Series Forecasting including ARIMA

  • Time Series Patterns
  • Moving Average and Exponential Smoothening
  • Time Series Projections
  • Time Series Decomposition
  • ARIMA

Text Analysis

  • Sentiment Analysis
  • Natural Language Processing

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Course Details

Machine Learning & Deep Learning (Python)
Supervised Machine Learning
Unsupervised Machine Learning
Supervised Machine Learning

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Important Dates

12
Aug

Online Instructor Led + Classroom (at Gurgaon) program

3:00pm to 6:00pm

12
Aug

Online Instructor Led + Classroom (at Gurgaon) program

3:00pm to 6:00pm

12
Aug

Online Instructor Led + Classroom (at Gurgaon) program

3:00pm to 6:00pm

12
Aug

Online Instructor Led + Classroom (at Gurgaon) program

3:00pm to 6:00pm

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