+1 vote
asked in Machine Learning by (165 points)  

1 Answer

+1 vote
answered by (305 points)  
selected by
 
Best answer

Machine Learning A-Z™: Hands-On Python & R In Data Science

[̲̅M̲̅][̲̅a̲̅][̲̅c̲̅][̲̅h̲̅][̲̅i̲̅][̲̅n̲̅][̲̅e̲̅] [̲̅L̲̅][̲̅e̲̅][̲̅a̲̅][̲̅r̲̅][̲̅n̲̅][̲̅i̲̅][̲̅n̲̅][̲̅g̲̅]

is the best course to start your learning Journey

Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

******************************************************

Course Link: Machine Leaning Course

******************************************************

This course is fun and exciting, but at the same time we dive deep into Machine Learning. It is structured the following way:

  • Part 1 - Data Preprocessing
  • Part 2 - Regression: Simple Linear Regression, Multiple Linear Regression, Polynomial Regression, SVR, Decision Tree Regression, Random Forest Regression
  • Part 3 - Classification: Logistic Regression, K-NN, SVM, Kernel SVM, Naive Bayes, Decision Tree Classification, Random Forest Classification
  • Part 4 - Clustering: K-Means, Hierarchical Clustering
  • Part 5 - Association Rule Learning: Apriori, Eclat
  • Part 6 - Reinforcement Learning: Upper Confidence Bound, Thompson Sampling
  • Part 7 - Natural Language Processing: Bag-of-words model and algorithms for NLP
  • Part 8 - Deep Learning: Artificial Neural Networks, Convolutional Neural Networks
  • Part 9 - Dimensionality Reduction: PCA, LDA, Kernel PCA
  • Part 10 - Model Selection & Boosting: k-fold Cross Validation, Parameter Tuning, Grid Search, XGBoost

Moreover, the course is packed with practical exercises which are based on real-life examples. So not only will you learn the theory, but you will also get some hands-on practice building your own models.

*********************************************************

List of Trending Machine Learning Courses

*********************************************************

Course Link: Machine Leaning Course

4 questions

1 answer

0 comments

662 users

Welcome to Tech Talk, where you can ask questions and receive answers from other members of the community.
...