Python Tutorial: Learn Python For Data Science
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What you'll learn
This course includes
- 1.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 40 lessons • 1.5 hours of video
Python Tutorial: Learn Python For Data Science
40 lessons
• 1.5 hours
Python Tutorial: Learn Python For Data Science
40 lessons
• 1.5 hours
- Python For Data Science: Introduction 03:37
- Variables and Types in Python 03:20
- What is a Python List? 02:31
- How to subset Python Lists 02:31
- How to do List Manipulation in Python 03:24
- How to use Python Functions. 04:10
- How to use Python Methods. 04:33
- How to make use of Python Packages. 03:47
- Learn Numpy for Python 04:56
- How to use Numpy Arrays in Python 02:56
- Basic Statistics In Python With Numpy 02:37
- Graphical exploratory data analysis with python 01:27
- Python tutorial: Cumulative Distribution Functions 03:25
- Plotting Data with Python 02:22
- Python tutorial: Plotting histograms with Python 02:28
- Python Tutorial: Exploratory Data Analysis 03:19
- Statistical Thinking in Python 01:51
- Learn Python: Relational Databases 00:45
- Learn Python: Intro to SQL Queries 03:20
- SQLAlchemy: Connecting to a database 03:10
- Python tutorial: Introduction to Databases in Python 01:53
- Python tutorial: introduction to relational databases 00:59
- Scraping the web with Python 03:19
- Python tutorial: HTTP requests to import data from the web 04:09
- Python tutorial: Importing flat files from the web 04:01
- Importing data in Python (Part 2) 00:51
- Final thoughts: Importing data with Python 01:34
- Python Pandas: Importing flat files 03:18
- Python NumPy: Importing flat files 02:22
- Importing flat files with Python 03:11
- Getting started with importing data in Python 03:11
- Importing data in Python - Course One 01:10
- Python Tutorial: Writing functions in Python 01:52
- Data Science Functions in Python 01:01
- Python tutorial: Basic Ingredients of a Python function 01:18
- Python Tutorial: Multiple parameters and return values 03:50
- Python Tutorial: Writing user-defined functions 03:57
- Python Tutorial : Customizing plots with python matplotlib 03:13
- Python Tutorial : Histograms with python matplotlib 02:51
- Python Tutorial : Basic plots with python matplotlib 03:53
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