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
Compilers, Interpreters and Formal Languages

Compilers, Interpreters and Formal Languages

Sources: Gustavo Pezzi
This course is a beginner-friendly introduction to compilers. We will gradually develop an interpreter for a simple scripting language.
28 hours 52 minutes 1 second
Build Fast Masterclass

Build Fast Masterclass

Sources: BuildFast Academy
How to finally Launch your AI Product (without ripping your hair out).. that makes you money in 30 days (or less). But unlike other AI courses, you won't learn
7 hours 22 minutes 11 seconds
Conduct a Choice-Based Conjoint Analysis for Netflix with Python

Conduct a Choice-Based Conjoint Analysis for Netflix with Python

Sources: zerotomastery.io
Learn to use Choice-Based Conjoint Analysis to assist Netflix's growth. This project-based course explores consumer preferences using data analysis and Python.
1 hour 39 minutes 35 seconds
Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

Sources: udemy
Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insig
13 hours 12 minutes 31 seconds