Machine Learning

Item: Machine Learning
Rating: 5
Author: Pradyumn Singh

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Machine Learning

Machine Learning

Machine Learning Introduction
- Machine Learning Introduction
Machine Learning Algorithms
- Machine Learning Algorithms
Supervised Learning
- Supervised Learning
Linear Regression and Logistic Regression
- Linear Regression and Logistic Regression
K-Nearest Neighbour (KNN)
- K-Nearest Neighbour (KNN)
Decision Tree
- Decision Tree
Naïve Bayes Classifier
- Naïve Bayes Classifier
Unsupervised Learning
- Unsupervised Learning
Advanced Machine Learning Concepts
- Advanced Machine Learning Concepts
Random Forest – Ensemble
- Random Forest – Ensemble
Support Vector Machine (SVM)
- Support Vector Machine (SVM)
Natural Language Processing (NLP)
- Natural Language Processing (NLP)
Artificial Neural Network (ANN)
- Artificial Neural Network (ANN)
Tensorflow overview and Deep Learning Intro
- Tensorflow overview and Deep Learning Intro

Introduction to JAVA

What is JAVA?
Applications of Java language
What are the tools used in software testing?
Environment to JAVA setup
Coding standards

JAVA syntax rules
Write & Execute first Java Program
Java Programs using Eclipse IDE
Functioning of JAVA
Unit testing in JAVA

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Machine Learning

Machine Learning Introduction

Machine Learning Algorithms

Supervised Learning

Linear Regression and Logistic Regression

K-Nearest Neighbour (KNN)

Decision Tree

Naïve Bayes Classifier

Unsupervised Learning

Advanced Machine Learning Concepts

Random Forest – Ensemble

Support Vector Machine (SVM)

Natural Language Processing (NLP)

Artificial Neural Network (ANN)

Tensorflow overview and Deep Learning Intro

Introduction to JAVA

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