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Machine Learning Summer Training in Delhi | Yami Services

MACHINE LEARNING Training for 6 weeks

Join With Our Courses To Develop Yourself.

$75
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Courses Overview

Machine Learning @YCSPL  Green Park Delhi

Python for Machine Learning

  • Programming Basics

  • Python Data Types

  • Structures and conditional statements

  • Python core packages

  • Introduction to Jupyter Notebook

  • Introduction to Numpy and Pandas

  • Data filtering and selecting

  • Find duplicates and treating missing values

  • Concatenate and transform data

Basic Statistics for Machine Learning

  • Basic Statistics and Exploratory Analysis

  • Descriptive summary statistics with Numpy

  • Summarize continous and categorical data

  • Outlier analysis

Introduction to Machine Learning

  • Overview of Supervised and Unsupervised Machine Learning

  • Linear Regression

  • Clustering with K-means

  • Naive Bayes Classification

  • Introduction to Neural Networks

Data Processing for Machine Learning

  • Advanced Data Mugging

  • Outlier Analysis

  • Treating for missing values

  • Normalization vs Standardization of data

Machine Learning Algorithms

  • Supervised Machine Learning algorithms

  • K-Nearest Neighbors (KNN) concept and application

  • Naive Bayes concept and application

  • Logistic Regression concept and application

  • Classification Trees concept and application

  • Unsupervised Machine Learning algorithms

  • Clustering with K-means concept and application

  • Hierarichal Clustering concept and application

Building and Training Machine Learning models

  • Setting up the project with ML workflow.

  • Data Preprocessing and statistical exploration

  • Construction, training and evaluation of machine learning models

Hands on case study: Property Estimations with ML

  • Analysis Case Analysis: Asset Estimate

  • Establishment of project with ML workflow

  • Data preprocessing and statistical exploration

  • Choosing the Machine Learning Algorithm for this case

  • Building, Training and evaluation of Machine Learning Model

 

 

  • Duration: 30 Days
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