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

Create UberEats with Python/Django and Swift 3

Create UberEats with Python/Django and Swift 3

Sources: Code4Startup (coderealprojects)
Learn Python & Swift 3 by creating Real-life startup platform with Web dashboard and iOS app like UberEats, Doordash, Postmates.
19 hours 13 minutes 29 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
Fullstack Flask: Build a Complete SaaS App with Flask

Fullstack Flask: Build a Complete SaaS App with Flask

Sources: fullstack.io
Build (and deploy) a real SaaS app in 8 weeks using Python and Flask with this self-paced, online course.
7 hours 33 minutes 4 seconds
Complete Backend (API) Development with Python A-Z

Complete Backend (API) Development with Python A-Z

Sources: udemy
This course for anyone who wants to be python backend developer. You will learn what is API and some python API frameworks. You will find all the fundamentals about backend deve...
12 hours 35 minutes 9 seconds
Mastering OpenAI Python APIs: Unleash ChatGPT and GPT4

Mastering OpenAI Python APIs: Unleash ChatGPT and GPT4

Sources: udemy
Unleash the Power of AI: Master OpenAI's APIs, including GPT-4, DALL-E, and Whisper in this Comprehensive and Hands-On Course. This is a brand new course, recorded with GPT-4! S...
13 hours 4 minutes 58 seconds