This course was created with the
course builder. Create your online course today.
Start now
Create your course
with
Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Python for Data Science Mastery
Python For Data Science : Foundational Elements
Lesson 1 : Python Language and Context (28:38)
Lesson 2 : Tools for Development and Setup (8:25)
Lesson 3 : Python IDE Integrated development environment (12:49)
Lesson 4 : Jupyter Notebooks (17:39)
Module 1 Quiz
Module 2: Language, Libraries and Building Blocks
Lesson 1 : Language, Numbers and Operators
Lesson 2 : Data Types and Operators
Lesson 3 : Controls
Lesson 4 : Functions and Modules
Lesson 5 String Manipulations and Special Data Types (List, Dictionaries)
Module 2 Quiz
Practice Assignment : Bubble Sort
Module 3: Data Analysis and Processing
Lesson 1 : Numpy and Arrays (25:17)
Practice Assignment 1 : Numpy
Lesson 2: Pandas Series (18:47)
Practice Assignment 2: Pandas Series
Lesson 3: Pandas DataFrames (93:46)
Practice Assignment 3: Pandas DataFrame
Lesson 4: Data Processing using DataFrame from a File source (237:20)
Lesson 5: Data Processing using DataFrame from a Database
Lesson 6: Aggregate data and use
Practice Assignment Lesson 4 : DataFrame using file data and aggregate data
Pandas DataFrame Cheat Sheet
Practice Assignment ANSWERS: Numpy
Practice Assignment ANSWERS: Pandas Series
Practice Assignment ANSWERS: Pandas DataFrame
Module 4 Data Visualisation
Lesson 1 Visualising Data using Matplotlib
Lesson 2 : Tools for Development and Setup
Complete and Continue
course builder. Create your online course today.
Start now
course builder. Create your online course today.
Start now
course builder. Create your online course today.
Start now