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 & LeetCode | The Ultimate Interview BootCamp

Python & LeetCode | The Ultimate Interview BootCamp

Sources: kaeducation.com
I know LeetCode questions are meant to be difficult, but do not worry! I made it a priority to present each problem in the most simplistic and direct way possible. You will bene...
8 hours 35 minutes 33 seconds
The Automation Bootcamp: Zero to Mastery

The Automation Bootcamp: Zero to Mastery

Sources: zerotomastery.io
Become an automation expert with hands-on projects using Python. No experience needed to automate boring tasks. Learn advanced tools and tricks.
22 hours 39 minutes 15 seconds
Complete Python Developer in 2023: Zero to Mastery

Complete Python Developer in 2023: Zero to Mastery

Sources: udemy, zerotomastery.io
Become a complete Python developer! Join a live online community of over 200,000+ developers and a course taught by an industry expert that has actually worked both in Silicon V...
30 hours 23 minutes 56 seconds
Deep Learning A-Z™: Hands-On Artificial Neural Networks

Deep Learning A-Z™: Hands-On Artificial Neural Networks

Sources: udemy
Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing pa
22 hours 36 minutes 30 seconds
CS50's Web Programming with Python and JavaScript

CS50's Web Programming with Python and JavaScript

Sources: HarvardX (Harvard University)
Topics include database design, scalability, security, and user experience. Through hands-on projects, you'll learn to write and use APIs, create interactive UI
14 hours 3 minutes 25 seconds