Machine Learning
4.7 /5- Offered byTEACHNOOK
Machine Learning at TEACHNOOK Overview
Duration | 24 hours |
Total fee | ₹7,500 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Machine Learning at TEACHNOOK Highlights
- Certificate for Course Completion
- 1 Minor and 1 Major project
- Course Certificate
- 25+ hours of Video Content Access
- 6 Months LMS Access
- 16+ hours of Mentor Training
Machine Learning at TEACHNOOK Course details
- Learn in-depth about the growing field of Machine Learning with algorithm development and various other relevant techniques
- Master Machine Learning fundamentals to enhance the online and offline user experiences
Machine Learning at TEACHNOOK Curriculum
Statistics fundamentals
Graphically Displaying Single Variable
Measures of Location
Measures of Spread
Covariance and Correlation
Probability
Joint Probability and independent events
Conditional probability
Bayes’ Theorem
ML with Python
Applications of Machine Learning
Supervised vs Unsupervised Learning
Python libraries suitable for Machine Learning
Regression
Training and Testing
Forecasting and Predicting
Theory and how it works
program the Best Fit Slope
program the Best Fit Line
R Squared and Coefficient of Determination Theory
Model evaluation methods
Clustering
Handling Non-Numerical Data for Machine Learning
K-Means with Titanic Dataset
K-Means from Scratch in Python
Finishing K-Means from Scratch in Python
Hierarchical Clustering with Mean Shift Introduction
Recommender systems
Content-based recommender systems
Collaborative Filtering
Certificates
Other courses offered by TEACHNOOK
Student Forum
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