← Programming & Computer Science Foundations

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The complete curriculum

01 Introduction 3 lessons ▶

1. 1.1Installing Python
2. 1.2Installing Pycharm
3. 1.3Introduction to programming & Python

02 Python Basics 15 lessons ▶

1. 2.1Literals
2. 2.2Variables
3. 2.3Keywords
4. 2.4Primitive Datatypes
5. 2.5Basic operations with strings
6. 2.6Type conversion - int, float, str
7. 2.7Type conversion - boolean
8. 2.8Arithmetic & Assignment Operators
9. 2.9Comparison & Logical Operators
10. 2.10Associativity & Precedence of operators
11. 2.11Printing to console - the print() function
12. 2.12Taking input from user - the input() function
13. 2.13Getting started with PyCharm
14. 2.14Numeric functions
15. 2.15Coding exercises

03 Strings in Python 5 lessons ▶

1. 3.1Slicing in strings
2. 3.2fstring in Python
3. 3.3Escape sequences
4. 3.4Operations on strings - membership, strip, replace
5. 3.5Operations on strings - count, cases, start, end

04 Lists in Python 6 lessons ▶

1. 4.1Lists Introduction
2. 4.2List operations - slicing, concat, repeat, append, insert
3. 4.3List operations - extend, remove, pop
4. 4.4List operation - reverse, sort, count, membership
5. 4.5Numerical operations on list elements
6. 4.6Nested lists

05 Tuples, Sets & Dictionaries 12 lessons ▶

1. 5.1Introducing tuples
2. 5.2Basic operations on tuples
3. 5.3Lists are mutable! Tuples are not
4. 5.4Introducing sets
5. 5.5Basic operations on sets
6. 5.6Operations on sets - union, intersection, difference
7. 5.7Is my set frozen!
8. 5.8Introducing dictionaries
9. 5.9Operations on dict - updating and deleting
10. 5.10Working with keys & values
11. 5.11Is the copy shallow or deep
12. 5.12for loop

06 Control Statements 5 lessons ▶

1. 6.1The if block
2. 6.2if else block
3. 6.3if-elif-else
4. 6.4Nested if statements
5. 6.5The ternary Operator

07 Loops 15 lessons ▶

1. 7.1for loop
2. 7.2For loops with strings and dict
3. 7.3The range() function
4. 7.4Total, highest and lowest using loops
5. 7.5continue and break
6. 7.6The while loop
7. 7.7Infinite while loop
8. 7.8random module
9. 7.9Nested loops
10. 7.10Star pattern using for loops
11. 7.11Exersice - Roll a dice
12. 7.12Exercise - List & Loops
13. 7.13Exercise - Loops & dictionaries
14. 7.14Number guessing game - problem
15. 7.15Number guessing game - solution

08 Functions & Modules 16 lessons ▶

1. 8.1Introduction to functions
2. 8.2User defined functions
3. 8.3Returning values from function
4. 8.4Types of arguments
5. 8.5Variable length positional arguments
6. 8.6Variable length keywords arguments
7. 8.7Docstrings in Python functions
8. 8.8Recursive functions
9. 8.9Local and Global variables
10. 8.10Function as an argument
11. 8.11Lambda function
12. 8.12filter() and map() with lambda
13. 8.13Modules in Python
14. 8.14User defined modules
15. 8.15What is __name__
16. 8.16A Simple banking application

09 File handling & Exception handling 14 lessons ▶

1. 9.1Introduction to File handling
2. 9.2Creating files
3. 9.3The w mode
4. 9.4Reading files
5. 9.5Appending into a file
6. 9.6The with statement
7. 9.7Check if a file exists
8. 9.8Common issues with file handling
9. 9.9Exception and try-except
10. 9.10Exception handling - else & finally
11. 9.11Raising exceptions
12. 9.12The json module
13. 9.13Pickle and exception handling
14. 9.14The pickle module

10 Regular Expression 9 lessons ▶

1. 10.1Introduction to RegEx
2. 10.2The dot metacharacter and character classes
3. 10.3Special characters in regex
4. 10.4Quantifiers
5. 10.5More metacharacters in regex
6. 10.6Finding all matches - findall, finditer
7. 10.7Substituting the pattern - sub()
8. 10.8The compile function
9. 10.9Exercise - Finding valid emails

11 Object Oriented Programming 24 lessons ▶

1. 11.1Introduction to OOPs
2. 11.2What are classes and objects
3. 11.3Creating classes and objects
4. 11.4What are attributes
5. 11.5Instance methods
6. 11.6Arguments in instance methods
7. 11.7Initializer and Instance variables
8. 11.8Class variables
9. 11.9class methods
10. 11.10static methods
11. 11.11Mini Project - Phone Book Part - 1
12. 11.12Mini Project - Phone Book Part - 2
13. 11.13Inheritance introduction and single inheritance
14. 11.14Single inheritance and initialization
15. 11.15Single inheritance - arguments
16. 11.16Multiple Inheritance
17. 11.17Multilevel inheritance
18. 11.18Introduction to polymorphism
19. 11.19Polymorphism - operator overloading
20. 11.20Polymorphism - method overloading
21. 11.21Polymorphism - method overriding
22. 11.22Introduction of encapsulation and abstraction
23. 11.23Abstract class
24. 11.24Custom exception classes

12 Tkinter 12 lessons ▶

1. 12.1Introduction to GUI and tkinter
2. 12.2Label, title, minsize, pack
3. 12.3Button and change label text
4. 12.4The Entry component
5. 12.5What is ttk
6. 12.6Quitting the window
7. 12.7Frames and background colors
8. 12.8Text, Separator and padding
9. 12.9Checkbutton widget
10. 12.10Radiobutton widget
11. 12.11Checkbox and Listbox
12. 12.12Spinbox widget

13 CALCULATOR USING TKINTER 3 lessons ▶

1. 13.1Calculator(1)
2. 13.2Calculator(2)
3. 13.3Calculator(3)

14 Building Database Apps with PostgreSQL & Python 15 lessons ▶

1. 14.1Introduction to data
2. 14.2Introduction to database
3. 14.3Introduction to PostgreSQL
4. 14.4Installing PostgreSQL
5. 14.5Creating a database
6. 14.6Deleting a database
7. 14.7Creating table and adding data
8. 14.8Retrieving data from database and deleting contents in the table
9. 14.9Setting up virtualenv
10. 14.10Installing psycopg2
11. 14.11Connecting to the database
12. 14.12Creating table using python
13. 14.13Inserting the data using python
14. 14.14Extracting the data from the database
15. 14.15Adding the input from the user

15 DATA ANALYSIS 34 lessons ▶

1. 15.1Data Analysis
2. 15.2Installing Anaconda
3. 15.3Libraries important properties
4. 15.4Importing csv file
5. 15.5Methods to view file
6. 15.6Data cleaning
7. 15.7Data Formatting
8. 15.8Data normalization
9. 15.9Data Normalization 2
10. 15.10Binning
11. 15.11Binning 2
12. 15.12Value counts
13. 15.13Boxplot and Scatterplot
14. 15.14Groupby
15. 15.15Pivot
16. 15.16Heat map 1
17. 15.17Heat map 2
18. 15.18ANOVA
19. 15.19Correlation
20. 15.20Correlation 2
21. 15.21Simple Linear Regression
22. 15.22Multiple Linear Regression
23. 15.23Simple Linear Regression using python
24. 15.24Multiple Linear Regression using python
25. 15.25Regression Plot
26. 15.26Residual plot
27. 15.27Distribution plot 1
28. 15.28Distribution plot 2
29. 15.29Polynomial Regression 1
30. 15.30Polynomial Regression 2
31. 15.31In Sample Evaluation
32. 15.32Mean Squared Error
33. 15.33R Squared 1
34. 15.34R Squared 2

16 Django 64 lessons ▶

1. 16.1Introduction to Django
2. 16.2Install Django
3. 16.3Django Project Structure
4. 16.4Creating a new django project
5. 16.5Understanding the Django project
6. 16.6Start the development server
7. 16.7Django Apps
8. 16.8Urls & Views
9. 16.9Building a blog website
10. 16.10Adding home page and other urls & views
11. 16.11Dynamic Path Segments
12. 16.12Path converters
13. 16.13Slugs
14. 16.14Returning html content as response
15. 16.15Making the code more dynamic
16. 16.16Named urls & reverse()
17. 16.17Introduction to Templates
18. 16.18Creating & using templates
19. 16.19Registering Templates
20. 16.20Rendering templates - best practice
21. 16.21DTL & variable injection - 1
22. 16.22DTL & variable injection - 2
23. 16.23Template filters
24. 16.24Template tags and the 'for' tag
25. 16.25Url tag
26. 16.26The if tag
27. 16.27Inheritance in templates - 1
28. 16.28Inheritance in templates - 2
29. 16.29The include tag - 1
30. 16.30The include tag - 2
31. 16.31The 404 template
32. 16.32Static files
33. 16.33Global static files
34. 16.34Adding content to home page - 1
35. 16.35Adding content to home page - 2
36. 16.36Adding images
37. 16.37Changes to allposts page - 1
38. 16.38Changes to allposts page - 2
39. 16.39Changing the post data in views
40. 16.40Making index.html dynamic
41. 16.41The include tag revisted
42. 16.42Generating url for allposts
43. 16.43Fixing individual post page
44. 16.44Data & Models
45. 16.45Migrations
46. 16.46Relationships
47. 16.47Adding more models & relationships
48. 16.48Admin panel & adding models to it
49. 16.49Addind data via admin
50. 16.50Configuring the admin panel
51. 16.51Auto-populating the slug field
52. 16.52Quering data from DB - 1
53. 16.53Quering data from DB - 2
54. 16.54Quering data from DB - 3
55. 16.55Forms
56. 16.56The Form class
57. 16.57Configuring the form
58. 16.58Saving the form data - 1
59. 16.59CSRF token
60. 16.60Handling the submitted data - 1
61. 16.61Handling the submitted data - 2
62. 16.62Saving the form data
63. 16.63Displaying the comment on the post
64. 16.64Handling comments via admin & Conclusion

17 FLASK 13 lessons ▶

1. 17.1Introduction to flask
2. 17.2Installation of Flask
3. 17.3Basic webpage 1
4. 17.4Basic webpage 2
5. 17.5Importing HTML files using Flask
6. 17.6Basic Registration form
7. 17.7Basic Registration form 2
8. 17.8Basic Registration form 3
9. 17.9Redirecting using Hyperlinks
10. 17.10Redirecting using Hyperlinks 2
11. 17.11Adding images to Flask
12. 17.12Template Inheritance
13. 17.13Styling the website

18 REST API's USING DJANGO 12 lessons ▶

1. 18.1API's and REST API's
2. 18.2Hello world using REST API's
3. 18.3Creating model in the admin
4. 18.4Posting API's
5. 18.5Segregating into pages
6. 18.6Setting an authentication
7. 18.7Adding username to the posts
8. 18.8Adding permissions
9. 18.9Filtering based on usernames
10. 18.10Search Filter
11. 18.11Filtering based on the date
12. 18.12Ordering filters

19 WEB SCRAPING 20 lessons ▶

1. 19.1Intro to Web Scraping
2. 19.2Unicode and ASCII
3. 19.3Retrieving content from webpages
4. 19.4Getting the data
5. 19.5Stating the data using dictionaries
6. 19.6Content
7. 19.7Text
8. 19.8Posting the data
9. 19.9Params
10. 19.10Filtering the data 1
11. 19.11Filtering the data 2
12. 19.12Filtering the data 3
13. 19.13Filtering the data 4
14. 19.14To csv file
15. 19.15Downloading images 1
16. 19.16Downloading images 2
17. 19.17Downloading images 3
18. 19.18Downloading images 4
19. 19.19Price Tracer 1
20. 19.20Price Tracer 2

20 OPEN CV 22 lessons ▶

1. 20.1Images
2. 20.2Installing open-cv
3. 20.3CV and OpenCV
4. 20.4Reading an image
5. 20.5Writing an image
6. 20.6Resizing an image
7. 20.7Morphological operations
8. 20.8Morphological operations 2
9. 20.9Flipping an image
10. 20.10Resizing an image based on the aspect ratio
11. 20.11Resizing an image based on aspect ratio 2
12. 20.12Adding shapes and text
13. 20.13Shifting an image
14. 20.14Image Rotation
15. 20.15Thresholding
16. 20.16Gaussian blur
17. 20.17Median blur
18. 20.18Bilateral filter
19. 20.19Edge Detection
20. 20.20Reading a video
21. 20.21Writing a video
22. 20.22Accessing the webcam

21 AUTOMATION WITH SELENIUM 9 lessons ▶

1. 21.1Installation
2. 21.2Opening a url
3. 21.3Automating Google search
4. 21.4Automating navigations
5. 21.5Finding element by different methods
6. 21.6Selecting links
7. 21.7Refreshing the page
8. 21.8Finding element by xpath
9. 21.9Getting data

22 Building A Facebook Auto Poster 1 lesson ▶

1. 22.1Building A Facebook Auto Poster

23 TIPS AND TRICKS IN PROGRAMMING 4 lessons ▶

1. 23.1Tips to become a good programmer
2. 23.2Logical Thinking
3. 23.3Tips Techniques 1
4. 23.4Tips Techniques 2

24 Network Programming In Python Using Sockets : Building A Chat Application 9 lessons ▶

1. 24.1IP Address
2. 24.2Ports & Sockets
3. 24.3Creating A Client
4. 24.4Sending Messages
5. 24.5Using Buffer
6. 24.6Building The Messaging Functionality
7. 24.7Sending Messages To Client
8. 24.8Programming Send Functionality
9. 24.9Completing Our Chat App

25 Miscellaneous Content 9 lessons ▶

1. 25.1Updating entries in Django with UpdateView
2. 25.2Bootstrap part 1: Introduction To Bootstrap
3. 25.3Bootstrap Part 2: Adding Bootstrap To Our Site
4. 25.4Bootstrap Part 3: Bootstrap Grid System
5. 25.5Bootstrap Part 4: Grid Classes Part 1
6. 25.6Bootstrap Part 5: Grid Classes Part 2
7. 25.7Bootstrap Part 6: Grid Column Offset
8. 25.8Bootstrap Part 7: Making Images Responsive
9. 25.9Bootstrap Part 8: Nesting of Rows & Columns

26 Regular Expressions Revisited 14 lessons ▶

1. 26.1Introduction to Regular Expressions & Raw Strings
2. 26.2Search & Match Methods
3. 26.3Introduction To Meta Characters
4. 26.4Star Meta Character
5. 26.5Introduction To Plus Meta Character
6. 26.6Plus Meta Character Example
7. 26.7Introduction To Curly Braces
8. 26.8Curly Braces Example
9. 26.9Introduction To Wildcard
10. 26.10Wildcard Example
11. 26.11Optional Meta Character
12. 26.12Caret Meta Character
13. 26.13Character Classes Part 1
14. 26.14Character Classes Part 2

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