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| Topic | Text Material | Image content | Video content | Quiz |
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| Introduction to Machine Learning |
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| Applications of Machine Learning |
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| Types of Machine Learning |
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| Supervised Learning and Types | - | |
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| Unsupervised Learning and Types | - | |
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| Overfitting and Underfitting |
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| Cost Functions |
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| Evaluation Metrics |
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| Gradient Descent |
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| Topic | Text Material | Image content | Video content | Quiz |
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| Linear Regression - Intution |
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| Linear Regression - Maths |
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| Logistic Regression - Intution |
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| Logistic Regression - Maths |
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| Naive Bayes - Intution |
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| Naive Bayes - Maths |
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| KNN - Intution |
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| 17.KNN Maths |
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| 18.Decision Tree Intution |
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| 19.Decision tree maths |
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| 20.Random Forest Intution |
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| 21.Random Forest Maths |
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| 22.Boosting Algorithms |
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| Ada Boost Intution |
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| Ada Boost maths |
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| Gradient Boost intution |
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| Gradient Boosting Maths | - | |
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| XGBoost intuition | - | |
| Topic | Text Material | Image content | Video content | Quiz |
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| XGBoost Maths | - | |
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| K-Means Clustering Intuition | - | |
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| K-Means Clustering Maths | - | |
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| DBScan Intuition | - | |
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| DBScan Maths | - | |
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| PCA Intuition | - | |
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| PCA Maths | - | |
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| How To Choose Algorithms | - | |
Machine Learning
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24 x 7 Expert SupportWe have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
CertificationSuccessfully complete your final course project and Kaashiv will certify you as a Machine Learning - New Expert.
ForumWe have a community forum for all our learners that further facilitates learning through peer interaction and knowledge