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

Statistics Bootcamp (with Python): Zero to Mastery

Statistics Bootcamp (with Python): Zero to Mastery

Sources: zerotomastery.io
Master statistics with Python through projects and quizzes. Learn with fun from industry experts. Ideal for careers in Data Analytics and Machine Learning.
20 hours 50 minutes 51 seconds
Python Mega Course: Learn Python in 60 Days, Build 20 Apps

Python Mega Course: Learn Python in 60 Days, Build 20 Apps

Sources: udemy
In this intensive 60-day course, you will go from a beginner with no programming experience to an experienced Python developer capable of creating real...
51 hours 19 minutes 24 seconds
REST APIs with Flask and Python

REST APIs with Flask and Python

Sources: udemy
Are you tired of boring, outdated, incomplete, or incorrect tutorials? I say no more to copy-pasting code that you don’t understand. Welcome to one of the best resources online ...
11 hours 56 minutes 4 seconds
Airbnb App Clone

Airbnb App Clone

Sources: Nomad Coders
REST API, GraphQL API, iOS / Android App. Make Airbnb App with Rest API and GraphQL API. Users can search, look and browse various homes..
17 hours 50 minutes 5 seconds
Python 3: Deep Dive (Part 1 - Functional)

Python 3: Deep Dive (Part 1 - Functional)

Sources: udemy
This is Part 1 of a series of courses intended to dive into the inner mechanics and more complicated aspects of Python 3. This is not a beginner course - if you
45 hours 50 minutes 55 seconds