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1 Students
52 Lessons
Beginner

What You Will Learn?

  • You'll get a solid introduction to Python programming language
  • You'll get knowledge about NumPy for numerical data
  • You'll learn Pandas for data analysis
  • You'll learn how to represent data creating beautiful visualizations

Curriculum

6h 36m
Section 1: Welcome to the Course !
01:58
Section 2: Installation and Setup
05:46
Installation and Setup
05:46
Section 3: Python Basics
14:23
Variables
09:31
Section 4: Data Types in Python
1:11:38
Numbers
05:33
Strings Part 1
06:33
Strings Part 2
06:20
Strings Part 4
10:38
Lists
11:44
Dictionaries
11:52
Tuples
06:41
Sets in Python
03:22
Booleans
01:41
Section 5: Python Statements
54:55
For loop
18:38
While Loop
10:31
Useful functions in Python
18:15
Section 6: Functions and Lambda Expressions in Python
57:01
Functions Part 1
21:26
Functions Part 2
13:14
Map, Filter and Lambda Expression
12:49
Section 7: Object Oriented Programming (OOP)
30:33
Class and Attributes
11:05
Methods
09:18
Inheritance
08:36
Section 8: NumPy : Data Analysis
35:17
NumPy Arrays
17:08
NumPy Arrays : Indexing and Selection
12:13
NumPy Operations
04:29
Section 9: Pandas : Data Analysis
1:26:17
Pandas Series
11:31
DataFrames Part 1
12:39
DataFrames Part 2
14:54
DataFrames Part 3
09:11
Working with Missing Data
06:12
Groupby Method
07:18
Merging, Joining and Concatenating DataFrames
05:11
Pandas Operations
08:37
Reading and Writing Files
09:47
Section 10: Matplotlib : Data Visualization
38:43
Matplotlib Part 1
03:32
Matplotlib Part 2
06:16
Matplotlib Part 3
03:21
Matplotlib Part 4
01:30
Matplotlib Part 5
01:58
Matplotlib Part 6
03:32
Matplotlib Part 7
03:35
Matplotlib Part 8
05:41
Matplotlib Part 9
03:21
Matplotlib Part 10
05:14

Description

Requirements

  • Passion to learn
  • Previous programming experience would be beneficial, but not required

About the Instructor

Reviews 0
Students 3
Courses 2

Hello Everyone,

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

I have Professional experience of training students in the Field of Data Science and Software Development
I am passionate about various fields of Data Science, Software Development and instructing  students/Professionals with the cutting edge technologies

Regards,
Vijay Gadhave

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