Skip to main content

Python for Data Science

6h 21m 57s
English
Paid

Course description

Master the key Python skills for data analysis, visualization, statistical analysis, and machine learning. Build a solid foundation for a successful start to your journey in data science.

Watch Online

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 21 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#1: Introduction

All Course Lessons (21)

#Lesson TitleDurationAccess
1
Introduction Demo
15:09
2
Best Coding Practices
05:32
3
Python & PyCharm (IDE) Configuration
16:09
4
Demo 1: Data Types & Creating Variables
18:39
5
Demo 2: Lists/Matrices/Dictionaries
17:30
6
Demo 3: For-Loops in Python
16:54
7
Demo 4: If-Else Statements
20:00
8
Demo 5: Python Libraries for Data Science
18:04
9
Demo 6: Loading Data in Python
16:06
10
Demo 7: Data Exploration & Preprocessing
14:33
11
Demo 8: Random Data Generation (Data Simulation)
19:53
12
Demo 9: Filtering, Sorting, Grouping
21:08
13
Demo 10: Descriptive Statistics
15:50
14
Demo 11: Merging & Joining Datasets
21:27
15
Demo 12: User Defined Functions (UDF)
13:50
16
Demo 13: Text Cleaning and Preparation in NLP
21:11
17
Demo 14: Data Visualization in Python
20:57
18
Demo 15: Data Sampling (Part 1) - Theory
28:16
19
Demo 16: Data Sampling (Part 2) - Coding
20:34
20
Demo 17: A/B Test Results Analysis (Part 1) - Theory
22:49
21
Demo 18 - A/B Test Results Analysis (Part 2) - Coding
17:26

Unlock unlimited learning

Get instant access to all 20 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription

Books

Read Book Python for Data Science

#Title
1Python_Cheat_Sheet

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

Python Interview Espresso

Python Interview Espresso

Sources: interviewespresso (Aaron Jack)
Learn the algorithms, patterns, and process in Python.
5 hours 11 minutes 29 seconds
[Full Stack] Airbnb Clone Coding

[Full Stack] Airbnb Clone Coding

Sources: Nomad Coders
In this series, we make an AirBnb clone. We will develop a complete stack that runs the entire loop, including front + back + distribution. As a result, after this course you wi...
29 hours 47 minutes 6 seconds
100 Days of Code: The Complete Python Pro Bootcamp

100 Days of Code: The Complete Python Pro Bootcamp

Sources: udemy
Welcome to the 100 Days of Code - The Complete Python Pro Bootcamp, the only course you need to learn to code with Python. With over 100,000 reviews and a 4...
54 hours 16 minutes 30 seconds
Eve: Building RESTful APIs with MongoDB and Flask

Eve: Building RESTful APIs with MongoDB and Flask

Sources: Talkpython
Eve is an open source Python REST API framework designed for human beings. It allows you to effortlessly build and deploy highly customizable, fully featured RE
5 hours 6 minutes 34 seconds
The Ultimate Django Series: Part 1

The Ultimate Django Series: Part 1

Sources: codewithmosh (Mosh Hamedani)
Have you always wanted to learn Web development with Python but didn't know where to start? Tired of lengthy, confusing, and outdated courses? Look no further.
4 hours 49 minutes 19 seconds