PYTHON

Python Tutorial –

1. Install Python on windows
2. How to Get Help in Python?
3. How to Write Comments in Python?
4. What are Variables in Python?
5. Data Types in Python
6. Type Conversion and Type Casting in Python
7. Python Operators with examples
8. print() function in python
9. input() function in python
10. if statement in python
11. Nested if statements in python
12. if else statement in python
13. if elif else statement in python
14. while loop in python
15. for loop in python
16. Nested Loops in Python
17. break statement in python
18. continue statement in python
19. pass statement in python
20. Functions in Python
21. Lambda Functions in Python
22. Recursive Functions in Python
23. Strings in Python with examples
24. Python String Method – Capitalize()
25. Python String Method – title()
26. Python String Method – Center()
27. Python String Method – count()
28. Python String Method – startswith()
29. Python String Method – endswith()
30. Python String Method – find()
31. Python String Method – index()
32. Python String Method – isalnum()
33. Python String Method – isalpha()
34. Python String Method – isdecimal()
35. Python String Method – isdigit()
36. Python String Method – islower()
37. Python String Method – istitle()
38. Python String Method – isupper()
39. Python String Method – join()
40. Python String Method – lower()
41. Python String Method – upper()
42. Python String Method – swapcase()
43. Python String Method – lstrip()
44. Python String Method – rstrip()
45. Python String Method – strip()
46. Python String Method – replace()
47. Python String Method – zfill()
48. String Methods in Python with examples
49. List in Python with examples
50. Python List Method – index()
51. Python List Method – append()
52. Python List Method – extend()
53. Python List Method – insert()
54. Python List Method – remove()
55. Python List Method – count()
56. Python List Method – pop()
57. Python List Method – reverse()
58. Python List Method – sort()
59. Python List Method – copy()
60. Python List Method – clear()
61. Tuple in Python With examples
62. Dictionaries in Python with examples
63. Python Dictionary Method – clear()
64. Python Dictionary Method – copy()
65. Python Dictionary Method – get()
66. Python Dictionary Method – items()
67. Python Dictionary Method – keys()
68. Python dictionary Method – values()
69. Python Dictionary Method – pop()
70. Python Dictionary Method – popitem()
71. Python Dictionary Method – update()

Python Regular Expression –

1. Python Regular Expression – re.findall()
2. Python Regular Expression – Special Characters
3. Python Regular Expression – Character Classes
4. Python Regular Expression – re.match()
5. Python Regular Expression – re.search()
6. Python Regular Expression – Dot or Period
7. Python Regular Expression – Asterisk ( * ) quantifier
8. Python Regular Expression – Plus quantifier
9. Python Regular Expression – Question mark ( ? ) quantifier
10. Python Regular Expression – curly braces
11. Python Regular Expression – Greedy vs Non Greedy quantifiers
12. Python Regular Expression – Caret ( ^ ) – start of string
13. Python Regular Expression – Dollar ( $ ) – End of string
14. Python Regular Expression – re.sub() – search and replace string
15. Python Regular Expression – OR or Pipe ( | ) operator
16. Python Regular Expression – Lookbehind
17. Python Regular Expression – Lookahead

Plotly Python –

1. How to install plotly python with pip?
2. How to create a Line Chart with Plotly Python?
3. How to create Scatter plot in Plotly Python?
4. How to create a Bar Chart in Plotly Python?
5. How to create Horizontal Bar Chart in Plotly Python?
6. How to create a Histogram in plotly python?
7. How to Create a Box Plot in Plotly Python?
8. How to create a Pie Chart in Plotly Python?
9. How to create a Dot Plot in Plotly Python?
10. How to Create Heatmap with Plotly Python?
11. How to Create a Violin Plot in Plotly Python?
12. How to Create Subplots in Plotly Python?
13. How to Create a Bubble Chart in Plotly Python?
14. How to Create a Gantt Chart in Plotly Python?
15. How to Create an Area Chart in Plotly Python?
16. How to Create Tables in Plotly Python?
17. How to Create a Sunburst Chart in Plotly Python?
18. How to Create a Sankey Diagram in Plotly Python?
19. How to Create a Treemap Charts in Plotly Python?
20. How to Create Error Bars in Plotly Python?
21. How to Create Distplots in Plotly Python?
22. How to Save or Export a Figure in Plotly Python?

Matplotlib –

1. Install Matplotlib on Mac and Windows
2. How to Create a Line Chart in Matplotlib?
3. How to Create Subplots in Matplotlib?
4. How to Create a Scatter Plot in Matplotlib?
5. How to add Title, Axis Labels and Legends in Matplotlib?
6. How to Create a Bar Chart in Matplotlib?
7. How to Create a Grouped Bar Chart in Matplotlib?
8. How to Create Stacked Bar Chart in Matplotlib?
9. How to Create a Horizontal Bar Chart in Matplotlib?
10. How to Create a Histogram in Matplotlib?
11. How to Create a Box Plot in Matplotlib?
12. How to Create a Pie Chart in Matplotlib?
13. How to Create a Violin Plot in Matplotlib?

Descriptive Statistics

1. How to Calculate Z-Scores in Python
2. How to Calculate Correlation in Python
3. How to Calculate Partial Correlation in Python
4. How to Calculate Cross Correlation in Python
5. How to Calculate Point-Biserial Correlation in Python
6. How to Calculate Intraclass Correlation Coefficient in Python
7. How to Calculate a Trimmed Mean in Python
8. How to Calculate Expected Value in Python
9. How to Normalize Data in Python
10. How to Remove Outliers in Python
11. How to Calculate Cohen’s Kappa in Python
12. How to Calculate Levenshtein Distance in Python
13. How to Calculate Mahalanobis Distance in Python
14. How to Calculate Manhattan Distance in Python