Python Programmer Bootcamp

Curriculum

• Course Introduction Free

  2 Lessons 13 Min
  What does the course cover Free Why code? Why Python? Free
• Setting up the environment Free

  2 Lessons 10 Min
  Installing Python Free Introducing Spyder Free
• Python basics + Hands-on Coding Free

  1 Lesson 11 Min
  PRINT function Free
• Variables and strings - Exercises

  9 Lessons 24 Min
  The solution Free Variables Free Strings Let's write a program Question 1 Question 2 Question 3 Question 4 Question 5
• Conditionals

  7 Lessons 44 Min
  Intro to conditionals Logical operators Not TRUE is FALSE IF statement More on strings More strings! Practice challenge
• For Loops

  8 Lessons 63 Min
  Intro to For loops A little more on variables Lists The power of lists and loops and working together Some list methods While loops Modulus Practical challenge
• Dictionaries

  8 Lessons 48 Min
  Modules Dictionaries Zip function More string methods Tuples More than 1 dimension Import counters (Part I) Import counters (Part II)
• Files and Functions

  5 Lessons 32 Min
  Files and functions Appending to a file More on functions Fibonacci in a function Recursion
• Classes

  8 Lessons 27 Min
  Objects Class __Init__ Class variables Methods Inheritance Practical exercise 1 Practical exercise 2
• General Tips

  1 Lesson 7 Min
  General tips
• Big O

  5 Lessons 16 Min
  _Big_O O(n) O(n^2) O(n!) Summary
• Advanced Python: Caesar two sum

  9 Lessons 38 Min
  Intro Caesar cipher Jupyter notebook intro Caesar cipher solution Two sum Two sum solution Card class Playing card class Playing card class solution
• Advanced Python: Matplotlib

  6 Lessons 30 Min
  Matplotlib Random walk explanation Simulating a random walk Sierpinski triangle Creating the triangle in Matplotlib Python imaging library
• Advanced Python: Stacks

  9 Lessons 40 Min
  Intro to stacks Coding a stack in Python Practical challenge - stacks Hint on solving the challenge Solving the stacks challenge Towers of Hanoi Some hints Code for Tower of Hanoi Enumerate sets & none
• Search and sort

  4 Lessons 27 Min
  Intro to search and sort Linear search Binary search Insertion sort
• Advanced Python: Cards and Coins

  4 Lessons 14 Min
  Intro to cards and coins Luhn's algorithm Coins Coins - Python code
• Advanced Python: Debugging

  3 Lessons 20 Min
  Debugging Beyond the PRINT function Debugging in Spyder
• Advanced Python: Strings and Expressions

  4 Lessons 24 Min
  A little more on strings Regular expressions More regular expressions Type hints
• Capstone project - Computer Vision

  9 Lessons 29 Min
  Introduction to the project Coin photographs Introducing OpenCV Starting to work with Visual Studio Hough circle transform Get circle radii Get brightness values Performning coin classification Closing remarks
• Further Exercises

  1 Lesson 0 Min
  Further exrecises
• Installing Python and Using Virtual Environments on Windows and Unix

  12 Lessons 69 Min
  Introduction Downloading Python Setting up the virtual environment Sharing a project - requirements file Downloading and Installing Virtual Box & Setting up a Virtual Machine Installing Ubuntu on the Virtual Machine Setting up a virtual environment on Ubuntu Introduction to the command line Handling files on in the command line Copying, moving and deleting files on the command line Echo, environment variables and path Section summary
• PyCharm

  4 Lessons 29 Min
  Introduction and installing PyCharm Setting up PyCharm Using PyCharm to write code PyCharm and Git
• Exception handling in Python

  6 Lessons 25 Min
  Exception handling - Introduction Setting the scene How Python handles errors The block stops running as soon as the exception is encountered When to use tryblock Exception handling - Conclusion
• Farewell

  1 Lesson 7 Min
  Farewell