2022 Machine Learning A to Z : 5 Machine Learning Projects free download

2022 Machine Learning A to Z : 5 Machine Learning Projects free download
Theory and practical implementation of logistic regression using sklearn. Feature selection using RFECV. Theories behind KNN, SVM and Naive Bayes algorithms. Different Algorithms for Clustering. Different methods to deal with . Decision trees and random forest. Different algorithms for clustering . Different algorithms- Adaboost, Gradient Boosting and XgBoost. Different algorithms to . deal with data transformation with linear and logistic . regression. Data transformation . Data transformation with . linear and Logistic regression. The ability to analyze the performance of models. A to Z : 5 Machine Learning Projects . 5 machine learning projects .

What you’ll learn in 2022 Machine Learning A to Z: 5 Artificial Intelligence Projects

  1. Concept and sensible execution of straight regression utilizing sklearn.
  2. Concept and practical implementation of logistic regression making use of sklearn.
  3. Attribute option utilizing RFECV.
  4. Information makeover with straight and also logistic regression.
  5. Assessment metrics to evaluate the performance of versions.
  6. Market relevance of linear as well as logistic regression.
  7. Math behind KNN, SVM and Naive Bayes formulas.
  8. Execution of KNN, SVM as well as Naive Bayes utilizing sklearn.
  9. Associate option approaches- Gini Index and also Entropy.
  10. Mathematics behind Choice trees and also arbitrary woodland.
  11. Increasing formulas:- Adaboost, Slope Boosting and XgBoost.
  12. Different Formulas for Clustering.
  13. Various techniques to handle unbalanced data.
  14. Execution of Connection Filtering.
  15. Implementating Variance Filtering.
  16. Execution of PCA & & LDA.
  17. Application of Content and Collaborative based filtering system.
  18. Applying Single Value Decay.
  19. Implementation of Various formulas used for Time Collection forecasting.
  20. Study.
  21. Hands on Real-World examples.

Description

Crazy about Information Scientific Research as well as Artificial Intelligence?

This training course is a perfect fit for you.

This program will take you detailed into the globe of Machine Learning.

Artificial intelligence is the study of computer system formulas that automates analytical model structure. It is a branch of Artificial Intelligence based upon the suggestion that systems can pick up from information, determine patterns and also make decisions with marginal human treatment.

Machine Learning is actively being made use of today, perhaps in a lot more locations than one globe anticipates.

It has a great deal of topics and this training course will cover all detailed.

Who this course is for:

  • Anyone who want to start a career in Machine Learning.
  • Students who have at least knowledge in linear algebra, calculus, statistics, probability and who want to start their journey in Machine Learning.
  • Any people who want to level up their Machine Learning Knowledge.
  • Software developers or programmers or Tech lover who want to change their career path to machine learning.
  • Technologists who are curious about how Machine Learning works in the real world.
  • Anyone who has already started their data science journey and now want to master in machine learning.
  • If you have no prior coding or scripting experience, This course is completely for you. This Course also includes Python Fundamental for beginners.
File Name :2022 Machine Learning A to Z : 5 Machine Learning Projects free download
Content Source:udemy
Genre / Category:Development
File Size :4.53 gb
Publisher :Data Is Good Academy
Updated and Published:08 Aug,2022
Total
0
Shares
Leave a Reply

Your email address will not be published.

Previous Post
The Art of Doing: Video Game Creation With Python and Pygame free download

The Art of Doing: Video Game Creation With Python and Pygame free download

Next Post
Python Course 2022 Learn by Python Projects & Python Quizzes free download

Python Course 2022 Learn by Python Projects & Python Quizzes free download

Related Posts
File name: 2022-Machine-Learning-A-to-Z-5-Machine-Learning-Projects.rar
File Size:4.53 gb
Course duration:8 hours
Instructor Name:Data Is Good Academy
Language:English
Direct Download: