Machine Learning Course

Best Machine Learning Course

The Machine Learning is an instructor-led, hands-on certification training course.

This course covers an introduction to machine learning, helping candidates to acquire the essential knowledge and skills needed to understand and apply different machine learning techniques.

This course is aimed at candidates with a basic knowledge of programming and mathematics who wish to explore the exciting and rapidly growing field of machine learning.

Pre Requisities

• Basic understanding of information technology

Skills Gained

• What is Machine Learning?

• Machine Learning Methods

• Big Data Analysis

• Machine Learning Algorithms

• Clustering Algorithm

• Artificial Neural Networks

• Decision Trees

• Naïve Bayes Classifier Algorithm

• Random Forests

• Apriori Algorithm

• Linear and Logistic Regression

Outlines

• Definition of Machine Learning

• History and future of Machine Learning

• Application of Machine Learning in different industries

• Benefits of Machine Learning

• Practical Examples of Machine Learning

• Supervised/Unsupervised Learning Method

• Semi-Supervised Learning Method

• Reinforcement Learning Method

• Other Learning Methods

• Big Data and its importance

• Big Data Usage

• Applications of Big Data in Today’s World

• Big Data Analysis Tools

• Algorithm

• Machine Learning Algorithms

• Use of Machine Learning Algorithms

• Clustering Algorithm

• Algorithm Working

• Artificial Neural Networks

• Identification and Process Control

• Game Playing

• Forms of Recognition

• Decision Trees

• Decision Trees Working

• Naïve Bayes Classifier Algorithm

• Multinomial Naïve Bayes

• Bernoulli Naïve Bayes

• Gaussian Naïve Bayes

• Random Forests

• Random Forests Working

• Apriori Algorithm

• What is Linear Regression?

• Multiple Linear Regression

• Ordinal Regression

• Multinominal Regression

• Discriminant Analysis

• Linear Regression Working

• Logistical Regression

• Logistic Regression Working