watching now
1 Students
52 Lessons
Beginner

What Will You Learn?

  • You'll get a solid intro to Python for data science
  • NumPy for numerical data
  • Pandas for data analysis
  • 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
Section 4: Data Types in Python
1:11:38
Numbers
05:33
Strings Part 1
06:33
Strings Part 2
06:20
Strings Part 3
05:54
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
If, Elif and Else
07:31
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
Scope of Variables in Python
09:32
Section 7: Object Oriented Programming (OOP)
30:33
Introduction of Object Oriented Programming
01:34
Class and Attributes
11:05
Methods
09:18
Inheritance
08:36
Section 8: NumPy : Data Analysis
35:17
Introduction to NumPy
01:27
NumPy Arrays
17:08
NumPy Arrays : Indexing and Selection
12:13
NumPy Operations
04:29
Section 9: Pandas : Data Analysis
1:26:17
Introduction of Pandas
00:57
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 Introduction
00:43
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 1
Students 19
Courses 2

Vijay Gadhave – a professional in Data Science and Software Development with over 5 years’ experience. With an appealing voice and energy for teaching, he’s offering students to follow his lead in the fields where he feels most comfortable.

Data Science is one of the areas where new professionals are constantly in demand. Vijay offers detailed courses where you may learn theory combined with lots of valuable examples from his experience working both as a freelance software engineer, and as an instructor.

On BitDegree, Vijay Gadhave is inviting you to join his courses and learn Python for Data Science, and Statistics for Data Science. In an optimal amount of time, you’ll get a solid introduction to Python programming language, learn the best tools for data analysis and representation. Vijay Gadhave is eager to teach you the fundamentals of statistics so that you get the right foundation before you get deeper into the subject.

Join the relaxed atmosphere of Vijay’s courses and learn some of the newest and most in-demand skills for the modern world.

BitDegree platform reviews

Our students say Excellent
9.5 out of 10
trustpilot logo 1 trustpilot logo