- Introduction to Machine Learning
- Area of Implementation of Machine Learning
- Supervised vs Unsupervised Learning
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- Machine Learning with Python All in One Bootcamp
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15 Hours
₹ 1,110
Quick facts
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Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
certificate availability
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The syllabus
Introduction to Machine Learning
Introduction to Linear Regression - 1
- What is Linear Regression?
- Types of Linear Regression
- Simple and Multiple Linear Regression
Introduction to Linear Regression - 2
- Assumptions and Metrics of Linear Regression
- Assumptions and Metrics of Multiple Linear Regression
Introduction to Logistic Regression, Decision Tree and Random Forestccccc
- What is Logistic Regression?
- What is Decision Tree?
- What is Random Forest?
Deep Learning - 1
What is Deep Learning?
Deep Learning - 2
- Deep Learning Algorithms
- Deep Learning Timelines
- Types of Networks, Supervised/Unsupervised
Introduction to K-Nearest Neighbors
- Introduction to KNN
- Types of Measures
Introduction to Support Vector Machines
- Introduction to SVM
- Different Kernel Methods
Market Basket Analysis
What is Market Basket Analysis?
Natural Language Processing - 1
What is Natural Language Processing?
Natural Language Processing - 2
- Natural Language Understanding and Natural Language Generation
- Steps in NLP
Time Series Analysis
- What is Time Series Analysis?
- What is ARIMA?
- What is SARIMA?