Machine learning

Basic Introduction about Machine Learning

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Course description

This is the concept that a computer program can learn and adapt to new data without human intervention. Machine learning is a field of artificial intelligence (AI) that keeps a computer's built-in algorithms current regard

This is the concept that a computer program can learn and adapt to new data without human intervention. Machine learning is a field of artificial intelligence (AI) that keeps a computer's built-in algorithms current regardless of the world economy.


















What will i learn?

  • After completing the course You will be good in Machine Learning
  • Understand all the Algorithms related to Machine Learning.
  • We will give project demo for ML with Data science for better understanding.

Requirements

  • Learn about Machine Learning with Easy way
4 Lessons
00:36:13 Hours
Introduction
Linear Regression
Linear Regression with Multiple Variables
Quiz on Introduction
5 Lessons
01:04:56 Hours
Gradient Descent and cost function
Joblib and Pickle
Dummy Variables and Encoding
Training and Testing Data
Quiz on Importance of Machine Learning
11 Lessons
03:16:43 Hours
Logistic Regression
Logistic Regression (Multiclass)
Decision Tree
Support Vector Machine (SVM)
Random Forest
K Fold Cross Validation
K Means Clustering
Naive Bayes Part 1
Naive Bayes Part 2
K Nearest Neighbours
L1 and L2 Regression
1 Lessons
00:16:30 Hours
Hyperparameter
1 Lessons
00:24:09 Hours
Principal Component Analysis
1 Lessons
00:23:37 Hours
Bagging
8 Lessons
02:07:54 Hours
PART 1 (Introduction)
PART 2
PART 3
PART 4
PART 5
PART 6
PART 7
PART 8 (Conclusion)
1 Lessons
00:02:57 Hours
Conclusion about Machine Learning

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2 Reviews
6 Students
18 Courses

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