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    Learn Python for Data Analysis and Visualization

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 639 3199

    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
    ₹ 639  ₹3,199
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Introduction

    Introduction to DataScience

    • What is Data science
    • Types of Analytics
    • Basic Requirement to be an Analyst

    Python

    • Introduction To Python and Installation
    • Anaconda Installation
    • First Python Program
    • Input Output
    • String
    • List
    • Tuple
    • Dictonaries
    • Loops(While & For)
    • Loops(Nested,Break,Continue)
    • Functions
    • Python Quiz

    Numpy

    • Introduction to NumPy
    • NumPy Array
    • NumPy functions
    • Arrary Indexing
    • Numpy quizz

    Pandas

    • Introduction To Pandas
    • Pandas Series
    • Pandas DataFrames
    • Pandas quizz

    Statistics for Data analysis

    • Statistics for Data Analysis (Introduction) / Types of Data
    • Descriptive Statistics
    • How We Use Statistics for Data Analysis

    Visualization using Matplotlib

    • Introduction to Visualization
    • Matplotlib (Line Plot)
    • Matplotlib (Scatter, Bar & Pie Plots)
    • Sub plot

    Seaborn

    • Seaborn Introduction
    • Seaborn Bar Plot
    • Seaborn Countplot

    Example case study Exploratory Data Analysis & visualisation

    • Eda-Wine data Analysis
    • Eda- Employee Performance analysis and Rating

    Machine Learning

    • Introduction to machine learning ,History & Applications
    • Supervised learning
    • Regression
    • case study salary dataset
    • Regression performance analysis
    • Regression case study using Sklearn Library

    Summary

    • Summary

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