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    Data Analysis with Machine Learning & Data Visualization

    BY
    Udemy

    Brochure Enquire
    Lavel

    Beginner

    Mode

    Online

    Fees

    ₹ 449 1499

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 449  ₹1,499
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Course Introduction in Animation
    • Why to Join this Course?
    • Collection of Data and Tools to Collect Data
    • Meet Trainer for this Course
    • Case Study on "How Customer Feedback can use for Increasing Sale in Mega Mart?"
    • Case Study on "Why Mega Mart give on Discounts in Specific Month?"
    • Importance of Data Analysis
    • What is Machine Learning and it's types

    Python Basics with Crash Course with Numpy Library

    • Introduction of Python and Python Libraries for Data Analytics
    • Environment Set up
    • Data Type, Variable and Keywords
    • how to take input
    • How to produce output _ Print Statement in Python
    • List, Tuple, Set, Dictionary
    • List Operations in details
    • Tuple Operations in details
    • Set Operations in details
    • Dictionary Operations in details
    • String Operation in Python
    • Types of Operators
    • Data Type Conversion
    • Math library
    • Generation of Random Number and Range Functions
    • Importance of Indentation
    • Sequential, Selection, Repetition
    • User Define Functions and inbuilt Function
    • Python Crash Course

    Different way to read Data using Python

    • Create, Edit, Write, Read Text File
    • Python CSV file Operations

    Pandas Library for Data Analysis

    • Pandas Tutorial 1
    • Pandas Tutorial 2
    • Pandas Tutorial 3
    • Pandas Tutorial 4

    Data Visualization

    • How to choose the RIGHT Charts & Graph for your Data
    • Matplotlib Library Tutorial 1
    • Matplotlib Library Tutorial 2
    • Matplotlib Library Tutorial 3
    • Matplotlib Library Tutorial 4
    • Matplotlib Library Official Site Visit
    • Seaborn Library Tutorial 1
    • Seaborn Library Tutorial 2
    • Seaborn Library Official Site Visit
    • Plotly Library Tutorial

    Machine Learning Foundation

    • Supervise Learning
    • Unsupervised Learning
    • Training, Testing and Model Evaluation in Machine Learning
    • Confusion Matrix

    Data Analysis with Machine Learning Algorithms

    • Data Analysis with Linear Regression
    • Data Analysis with Logistic Regression
    • Data Analysis with Support Vector Machine
    • Data Analysis with K Mean
    • Data Analysis with KNN
    • Case Study with Scikit Learn Library
    • Case Study with Scikit Learn Library

    Additional and New Learning

    • How to Learn Mathematics for Machine Learning?
    • Dimension Reduction is Curse in Machin Learning
    • Reasons to Learn Probability for Machine Learning
    • Main Challenges of Machine Learning

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