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365 Data Science - The Python Programmer Bootcamp [CoursesGhar]
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00. Websites You May Like
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1. Course introduction
1. What does the course cover.mp4
2. Why code and why Python.mp4
10. General tips
1. General tips.mp4
11. Big O
1. Big_O.mp4
2. O(n).mp4
3. O(n^2).mp4
4. O(n!).mp4
5. Summary.mp4
12. Advanced Python_ Caesar two sum
1. Intro.mp4
2. Caesar cipher.mp4
3. Jupyter notebook intro.mp4
4. Caesar cipher solution.mp4
5. Two sum.mp4
6. Two sum solution.mp4
7. Card class.mp4
8. Playing card class.mp4
9. Playing card class solution.mp4
13. Advanced Python_ Matplotlib
1. Matplotlib.mp4
2. Random walk explanation.mp4
3. Simulating a random walk.mp4
4. Sierpinski triangle.mp4
5. Creating the triangle in Matplotlib.mp4
6. Python imaging library.mp4
14. Advanced Python_ Stacks
1. Intro to stacks.mp4
2. Coding a stack in Python.mp4
3. Practical challenge - stacks.mp4
4. Hint on solving the challenge.mp4
5. Solving the stacks challenge.mp4
6. Towers of Hanoi.mp4
7. Some hints.mp4
8. Code for Tower of Hanoi.mp4
9. Enumerate sets _ none.mp4
15. Search and sort
1. Intro to search and sort.mp4
2. Linear search.mp4
3. Binary search.mp4
4. Insertion sort.mp4
16. Advanced Python_ Cards and coins
1. Intro to cards and coins.mp4
2. Luhn_s algorithm.mp4
3. Coins.mp4
4. Coins - Python code.mp4
17. Advanced Python_ Debugging
1. Debugging.mp4
2. Beyond the PRINT function.mp4
3. Debugging in Spyder.mp4
18. Advanced Python_ Strings and expressions
1. A little more on strings.mp4
2. Regular expressions.mp4
3. More regular expressions.mp4
4. Type hints.mp4
19. Capstone project - Computer vision
1. Introduction to the project.mp4
2. Coin photographs.mp4
3. Introducing OpenCV.mp4
4. Starting to work with Visual Studio.mp4
5. Hough circle transform.mp4
6. Get circle radii.mp4
7. Get brightness values.mp4
8. Performing coin classification.mp4
9. Closing remarks.mp4
2. Setting up the environment
1. Installing Anaconda.mp4
2. Introducing Spyder.mp4
21. Farewell
1. Farewell.mp4
3. Python basics + Hands-on coding
1. PRINT function.mp4
4. Variables and strings - Exercises
1. The solution.mp4
2. Variables.mp4
3. Strings.mp4
4. Let_s write a program.mp4
5. Question 1.mp4
6. Question 2.mp4
7. Question 3.mp4
8. Question 4.mp4
9. Question 5.mp4
5. Conditionals
1. Intro to conditionals.mp4
2. Logical operators.mp4
3. Not TRUE is FALSE.mp4
4. IF statement.mp4
5. More on strings.mp4
6. More strings!.mp4
7. Practice challenge.mp4
6. For loops
1. Intro to For loops.mp4
2. A little more on variables.mp4
3. Lists.mp4
4. The power of lists and loops and working together.mp4
5. Some list methods.mp4
6. While loops.mp4
7. Modulus.mp4
8. Practical challenge.mp4
7. Dictionaries
1. Modules.mp4
2. Dictionaries.mp4
3. Zip function.mp4
4. More string methods.mp4
5. Tuples.mp4
6. More than 1 dimension.mp4
7. Import counters (1_2).mp4
8. Import counters (2_2).mp4
8. Files and functions
1. Files and functions.mp4
2. Appending to a file.mp4
3. More on functions.mp4
4. Fibonacci in a function.mp4
5. Recursion.mp4
9. Classes
1. Objects.mp4
2. Class.mp4
3. Init.mp4
4. Class variables.mp4
5. Methods.mp4
6. Inheritance.mp4
7. Practical exercise 1.mp4
8. Practical exercise 2.mp4
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