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
0:00
/ #1: Introduction
All Course Lessons (21)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 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 subscriptionBooks
Read Book Python for Data Science
| # | Title |
|---|---|
| 1 | Python_Cheat_Sheet |
Comments
0 commentsWant to join the conversation?
Sign in to commentSimilar courses
Master Data Structure & Algorithms & Crack the Coding Interview
Sources: INTERNET MADE CODER (Tuomas Kivioja)
Take a unique Python course that will help you master data structures and algorithms, so you can confidently tackle any tasks in the technical...
13 hours 48 minutes 49 seconds
Build a Python REST API with the Django Rest Framework
Sources: udemy
How does Apple Maps have Yelp listings? How does Tinder get Facebook user profiles? How does Amazon Alexa know the latest news? These questions get to the core of how powerful R...
10 hours 8 minutes 56 seconds
Data Analysis for Beginners: Python & Statistics
Sources: zerotomastery.io
This course is your first step into the world of data analysis using one of the main tools for analysts - Python. Without complicated terms, advanced...
6 hours 34 minutes 20 seconds
Scraping the Web for Fun and Profit
Sources: Jakob Greenfeld
This course will teach you how to use web scraping to create profitable projects. You will learn the basics of scraping using Python libraries...
6 hours 33 minutes 9 seconds
Python/Django + React QR Digital Menu Builder
Sources: PythonYoga
Made for restaurants, cafes, pubs and hotels. Your customers can order from their table or from their couch at home.
10 hours 49 minutes 22 seconds