Data Analysis with Machine Learning & Data Visualization

Udemy

Beginner

Online

₹ 449 1499

particular

details

                                    Medium of instructions
                                    English

                                    Mode of learning
                                    Self study

                                    Mode of Delivery
                                    Video and Text Based

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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Data Analysis with Machine Learning & Data Visualization

Beginner

Online

₹ 449 1499

Quick Facts

Course and certificate fees

Fees information

certificate availability

certificate providing authority

The syllabus

Introduction

Python Basics with Crash Course with Numpy Library

Different way to read Data using Python

Pandas Library for Data Analysis

Data Visualization

Machine Learning Foundation

Data Analysis with Machine Learning Algorithms

Additional and New Learning

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