Machine learning free videos and free material uploaded by Nschool Training Institute staff .
Types of machine learning
Reinforcement
Supervised
Unsupervised
Supervised Machine Learning
Linear Regression
Logistic Regression
Regression
Decision Tree
Into
Types
Algorithm
Implementation
Practical application Support
Vector Machine
Into
Algorithm
Hyperplane and kernels
Random Forest
Random Forest
Algorithm
Classification
Entropy and Decision Tree
Theory
Naive Bayes
Intro
Algorithm
Bayes Theorem
Limitations, Practical Applications
Theory of Classification
K – Nearest Neighbors
Theory
Algorithm
Distance Functions
Euclidean
Hamming
Minkowski
Practical application
Gradient Boosting
Intro
Gradient descent
Practical application
Types of boosting
Information Retrieval
Intro
Concepts
NLP (Natural Language Processing)
Practical Application
Deep Learning
Intro
Artificial Neural Network(ANN)
Feature Learning and Engineering
Create an Application
Chat Bot
Studying Machine learning opens an expanse of chances. At an essential level, you will have a superior understanding of the smart systems and tools that you associate with day by day. What’s more, on the off chance that you stay with the subject and study more, you can help make front lines AI applications, similar to the Google Self Driving Car, IBM’s Watson, Amazon Alexa, and some more. This preparation incorporates working with constant information, developing algorithms using supervised & unsupervised learning, regression, classification, and time series modeling. Figure out how to utilize Python programming language in this Machine Learning instructional class to draw forecasts from the information.
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