| [ CourseWikia.com ] Python for Data Science - Python Programming and Data Analysis (2024) |
| |-- Get Bonus Downloads Here.url - 181 Bytes |
| | ~Get Your Files Here ! | 1. Introduction |-- 1. Introduction.mp4 - 19.98 MB |
| | ~Get Your Files Here ! | 1. Introduction |-- 2. Course resources.html - 106 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Housing.csv - 29.28 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Housing.xlsx - 37.55 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Housing_with_null.csv - 29.11 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- MatplotLib.ipynb - 1003.84 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Numpy.ipynb - 53.14 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Pandas.ipynb - 233.8 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Python_Tutorial.ipynb - 139.8 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- Seaborn.ipynb - 1.96 MB |
| | ~Get Your Files Here ! | 1. Introduction | Python training |-- example.txt - 18 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- Autoviz-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- MatplotLib-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- Numpy-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- Pandas-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- Python_Tutorial-checkpoint.ipynb - 120.02 KB |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- Seaborn-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- example-checkpoint.txt - 33 Bytes |
| | ~Get Your Files Here ! | 1. Introduction | Python training | ipynb_checkpoints |-- gemini-checkpoint.ipynb - 72 Bytes |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 1. Introduction to Matplotlib Library.mp4 - 39.53 MB |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 2. Data Visualization with Matplotlib Plotting Essentials and Customization.mp4 - 116.5 MB |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 3. Visualizing Average Session Length per Day with a Line Chart.html - 144 Bytes |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 4. Exploring Subplots, Scatter Plots, and Customization.mp4 - 78.15 MB |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 5. Creating a Scatter Plot of Random Data Points.html - 144 Bytes |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 6. Crafting Bar Plots, Histograms, Pie Charts with Customization Using Matplotlib.mp4 - 85.86 MB |
| | ~Get Your Files Here ! | 10. Matplotlib Library |-- 7. Practice Assignment Visualizing Olympic Medals Data with Matplotlib.html - 148 Bytes |
| | ~Get Your Files Here ! | 11. Seaborn Library |-- 1. Introduction to Seaborn Library.mp4 - 71.51 MB |
| | ~Get Your Files Here ! | 11. Seaborn Library |-- 2. Exploring Seaborn Univariate and Bivariate Analysis for Data Visualization.mp4 - 50.4 MB |
| | ~Get Your Files Here ! | 11. Seaborn Library |-- 3. Advanced Data Visualization with Seaborn Pairplot and Barplot Customization.mp4 - 88.62 MB |
| | ~Get Your Files Here ! | 11. Seaborn Library |-- 4. Advanced Visualizations with Countplot and Heatmap Using Seaborn.mp4 - 63.95 MB |
| | ~Get Your Files Here ! | 11. Seaborn Library |-- 5. Practice Assignment Data Visualization with Seaborn and the Iris Dataset.html - 148 Bytes |
| | ~Get Your Files Here ! | 12. Conclusion |-- 1. About your certificate.html - 945 Bytes |
| | ~Get Your Files Here ! | 12. Conclusion |-- 2. Bonus lecture.html - 6.29 KB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 1. Introduction to Python.mp4 - 37.09 MB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 10. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 2. First code to Python Programming.html - 144 Bytes |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 3. Variables in Python Declaration and Use.mp4 - 67.47 MB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 4. Basic Arithmetic Operations in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 5. Data types in Python.mp4 - 38.94 MB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 6. Python String.mp4 - 48.15 MB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 7. Quiz.html - 144 Bytes |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 8. String methods.mp4 - 82.45 MB |
| | ~Get Your Files Here ! | 2. Getting Started with Python |-- 9. Calculating Body Mass Index (BMI) in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 1. List in Python.mp4 - 75.01 MB |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 2. Working with Lists in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 3. Tuples in Python.mp4 - 41.58 MB |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 4. Dictionaries in Python.mp4 - 36.83 MB |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 5. Working with Dictionaries in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 6. Sets in Python.mp4 - 29.87 MB |
| | ~Get Your Files Here ! | 3. Data Structures in Python |-- 7. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 4. Conditional Statements in Python |-- 1. Python Conditional Expressions.mp4 - 31.73 MB |
| | ~Get Your Files Here ! | 4. Conditional Statements in Python |-- 2. Conditional Statements in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 4. Conditional Statements in Python |-- 3. Exploring Operators and Conditional Expressions in Python.mp4 - 79.73 MB |
| | ~Get Your Files Here ! | 4. Conditional Statements in Python |-- 4. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 5. Loops in Python |-- 1. For loops in Python.mp4 - 76.88 MB |
| | ~Get Your Files Here ! | 5. Loops in Python |-- 2. Generating Square Numbers in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 5. Loops in Python |-- 3. While loops in Python.mp4 - 51.62 MB |
| | ~Get Your Files Here ! | 5. Loops in Python |-- 4. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 6. Python Functions |-- 1. Function in Python.mp4 - 70.66 MB |
| | ~Get Your Files Here ! | 6. Python Functions |-- 2. Checking Even Numbers Using Functions in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 6. Python Functions |-- 3. Recursion in Python.mp4 - 52.61 MB |
| | ~Get Your Files Here ! | 6. Python Functions |-- 4. Lambda function.mp4 - 49.5 MB |
| | ~Get Your Files Here ! | 6. Python Functions |-- 5. Lambda Functions for Exponentiation.html - 144 Bytes |
| | ~Get Your Files Here ! | 6. Python Functions |-- 6. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 7. File handling in Python |-- 1. File IO in Python.mp4 - 69.36 MB |
| | ~Get Your Files Here ! | 7. File handling in Python |-- 2. Writing to a File in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 7. File handling in Python |-- 3. Quiz.html - 144 Bytes |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 1. Introduction to NumPy arrays.mp4 - 60.87 MB |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 2. Accessing the elements of NumPy arrays.mp4 - 33.53 MB |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 3. Creating and Accessing Elements in NumPy Arrays.html - 144 Bytes |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 4. Leveraging Data Types, Shapes, and Array Stacking in NumPy.mp4 - 53.02 MB |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 5. Exploring Diverse Approaches to Creating NumPy Arrays.mp4 - 42.63 MB |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 6. Creating NumPy Arrays with Evenly Spaced Numbers.html - 144 Bytes |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 7. Mathematical operations on arrays.mp4 - 46.07 MB |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 8. Array Operations and Median Calculation in Python.html - 144 Bytes |
| | ~Get Your Files Here ! | 8. NumPy Library |-- 9. Practice Assignment.html - 148 Bytes |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 1. Introduction to Pandas Library.mp4 - 40.83 MB |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 2. Creating DataFrame from Dictionary in Pandas.html - 144 Bytes |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 3. Exploring Series and DataFrame in Python.mp4 - 47.33 MB |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 4. Essential Data Analysis Methods in Python.mp4 - 111.64 MB |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 5. Importing Data from CSV File using Pandas.html - 144 Bytes |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 6. Missing Data Handling in Python.mp4 - 109.21 MB |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 7. Manipulating DataFrame in Python.mp4 - 110.67 MB |
| | ~Get Your Files Here ! | 9. Pandas Library |-- 8. Practice Assignment Analyzing and Visualizing the Titanic Dataset with Pandas.html - 148 Bytes |
| | ~Get Your Files Here ! |-- Bonus Resources.txt - 386 Bytes |