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Machine Learning for Beginner Coupon

[90% Off] Machine Learning for Beginner Course Coupon

Updated: by lowracer

Learn Machine Learning from scratch. Theoretical & Graphical explanation of classifiers with projects in Python

7.0 hr
15$ 149.99$
Get the coupon in the end of description.


Learn Machine Learning from scratch, this course for beginner who want to learn the fundamental of machine learning and artificial intelligence. the course includes video explanation with introductions(basics), detailed theory and graphical explanations. Some daily life projects have been solved by using Python programming. Downloadable files of ebooks and Python codes have been attached to all the sections. The lectures are appealing, fancy and fast. They take less time to walk you through the whole content. Each and every topic has been taught extensively in depth to cover all the possible areas to understand the concept in most possible easy way. It's highly recommended for the students who don’t know the fundamental of machine learning studying at college and university level.

The objective of this course is to explain the Machine learning and artificial intelligence in a very simple and way to understand. I strive for simplicity and accuracy with every definition, code I publish. All the codes have been conducted through colab which is an online editor. Python remains a popular choice among numerous companies and organization. Python has a reputation as a beginner-friendly language, replacing Java as the most widely used introductory language because it handles much of the complexity for the user, allowing beginners to focus on fully grasping programming concepts rather than minute details.

Below is the list of topics that have been covered:

  1. Introduction to Machine Learning

  2. Supervised, Unsupervised and Reinforcement learning

  3. Types of machine learning

  4. Principal Component Analysis (PCA)

  5. Confusion matrix

  6. Under-fitting & Over-fitting

  7. Classification

  8. Linear Regression

  9. Non-linear Regression

  10. Support Vector Machine Classifier

  11. Linear SVM machine model

  12. Non-linear SVM machine model

  13. Kernel technique

  14. Project of SVM in Python

  15. K-Nearest Neighbors (KNN) Classifier

  16. k-value in KNN machine model

  17. Euclidean distance

  18. Manhattan distance

  19. Outliers of KNN machine model

  20. Project of KNN machine model in Python

  21. Naive Bayes Classifier

  22. Byes rule

  23. Project of Naive Bayes machine model in Python

  24. Logistic Regression Classifier

  25. Non-linear logistic regression

  26. Project of Logistic Regression machine model in Python

  27. Decision Tree Classifier

  28. Project of Decision Tree machine model in Python

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