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Development Programming Languages Python

Python for Data Science and Data Analysis Masterclass: 2021

Learn Python for Data Science, Machine Learning, Deep Learning & Data Analysis, Hand's on NumPy, Pandas and Matplotlib !
Rating: 4.5 out of 54.5 (536 ratings)
36,346 students
Created by Vijay Gadhave
Last updated 1/2021
English
English [Auto]
30-Day Money-Back Guarantee

What you'll learn

  • Python for Data Science and Data Analysis
  • Complete Understanding of Python from Scratch
  • NumPy for Numerical Data
  • NumPy Array, NumPy Operations
  • Pandas for Data Analysis
  • DataFrames, Pandas Series, Pandas Matrix
  • Working on Missing Data, Reading and Writing Files
  • Matplotlib for Data Visualization
  • Seaborn for statistical visualization
  • Plotly for Collaborative, web-based graphing and analytics
  • Data Visualization with Pandas

Course content

8 sections • 51 lectures • 6h 41m total length

  • Introduction
    00:11
  • Preview01:28
  • Course FAQs
    00:25
  • Preview05:59
  • Links to Python Notebooks
    00:14

  • Preview01:13
  • Preview04:47
  • Strings Part 1 - Basics
    05:00
  • Strings Part 2 - Indexing and Slicing
    09:13
  • Strings Part 3 - Properties and Methods
    05:36
  • Strings Part 4 - String Formatting
    09:02
  • Lists
    12:18
  • Dictionaries
    08:54
  • Tuples
    07:07
  • Sets
    03:48
  • Booleans
    02:14

  • Preview07:00
  • For loop
    18:51
  • While Loop
    10:56
  • Useful functions in Python
    17:31

  • Preview09:46
  • Functions Part 2
    10:25
  • *args and **kwargs
    11:42
  • Map, Filter and Lambda Expression
    13:17

  • Preview01:37
  • Preview08:34
  • Methods
    12:33
  • Inheritance
    09:12

  • Preview00:52
  • Preview03:50
  • Numpy Arrays Part 2
    10:47
  • Numpy Arrays Part 3
    05:33
  • Numpy Indexing and Selection Part 1
    09:09
  • Numpy Indexing and Selection Part 2
    05:20
  • Numpy Operations
    05:16

  • Preview00:40
  • Preview13:29
  • DataFrames Part 1
    13:34
  • DataFrames Part 2
    10:04
  • DataFrames Part 3
    10:57
  • Missing Data
    08:17
  • Groupby Method
    10:27
  • Merging, Joining and Concatenating DataFrames
    09:52
  • Pandas Operations
    08:21
  • Reading and Writing Files in Pandas
    08:40

  • Preview13:07
  • Matplotlib Part 1 - Object Oriented Method
    08:25
  • Matplotlib Part 2 - Subplots Method
    06:52
  • Matplotlib Part 2 - Figure size, Aspect ratio and DPI
    09:41
  • Matplotlib Part 3
    07:04
  • Matplotlib Part 4
    12:26

Requirements

  • No Prior Knowledge or Experience Needed, Only a Passion to Learn !

Description

Hello Data Scientist,

Welcome to this course, on Python Programming !


In this course we will learn,

1) Complete understanding of Python from Scratch

2) Python for Data Science, Data Analysis and Visualization

It is the Most Comprehensive and Straight-Forward Course to build a solid foundation for Data Science and Data Analysis


List of the Topics that you will learn,

1) Python Crash Course:

Part 1: Data Types

Part 2: Python Statements

Part 3: Functions

Part 4: Object Oriented Programming (OOP)

2) Data Analysis with numPy :

NumPy array, Indexing and Selection, NumPy Operations

3) Data Analysis with pandas :

DataFrames, Series, Matrix, Working on missing data, Reading and Writing files

4) Data Visualization with matplotlib :

Amazing visualization library in Python for 2D plots of arrays


Learn Python Programming to advance your Career and increase your knowledge in a fun and practical way !!!


Regards,

Vijay Gadhave

Who this course is for:

  • Beginners who have Never Programmed in Python Before
  • Data Science, Machine Learning Aspirants who want to start with Python

Instructor

Vijay Gadhave
Data Scientist and Software Developer
Vijay Gadhave
  • 4.4 Instructor Rating
  • 1,411 Reviews
  • 54,817 Students
  • 10 Courses

Hello Everyone,

i am glad that you are reading this !

I am Vijay Gadhave and I am a Data Scientist. I have 5+ years of experience in the field of Data Science and Software Development.

I have Professional experience of training the students in Data Science and Software Development

I am passionate about Artificial Intelligence and Teaching.

Regards,

Vijay Gadhave

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