[ CourseWikia.com ] Python for Data Science - Python Programming and Data Analysis (2024)

• [ CourseWikia.com ] Python for Data Science - Python Programming and Data Analysis (2024)
• ~Get Your Files Here !/1. Introduction/1. Introduction.mp4 20 MB
• ~Get Your Files Here !/1. Introduction/2. Course resources.html 106 B
• ~Get Your Files Here !/1. Introduction/Python training/example.txt 18 B
• ~Get Your Files Here !/1. Introduction/Python training/Housing.csv 29.3 KB
• ~Get Your Files Here !/1. Introduction/Python training/Housing.xlsx 37.5 KB
• ~Get Your Files Here !/1. Introduction/Python training/Housing_with_null.csv 29.1 KB
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Autoviz-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/example-checkpoint.txt 33 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/gemini-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/MatplotLib-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Numpy-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Pandas-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Python_Tutorial-checkpoint.ipynb 120 KB
• ~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Seaborn-checkpoint.ipynb 72 B
• ~Get Your Files Here !/1. Introduction/Python training/MatplotLib.ipynb 1003.8 KB
• ~Get Your Files Here !/1. Introduction/Python training/Numpy.ipynb 53.1 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 2 MB
• ~Get Your Files Here !/10. Matplotlib Library/1. Introduction to Matplotlib Library.mp4 39.5 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 B
• ~Get Your Files Here !/10. Matplotlib Library/4. Exploring Subplots, Scatter Plots, and Customization.mp4 78.2 MB
• ~Get Your Files Here !/10. Matplotlib Library/5. Creating a Scatter Plot of Random Data Points.html 144 B
• ~Get Your Files Here !/10. Matplotlib Library/6. Crafting Bar Plots, Histograms, Pie Charts with Customization Using Matplotlib.mp4 85.9 MB
• ~Get Your Files Here !/10. Matplotlib Library/7. Practice Assignment Visualizing Olympic Medals Data with Matplotlib.html 148 B
• ~Get Your Files Here !/11. Seaborn Library/1. Introduction to Seaborn Library.mp4 71.5 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 88.6 MB
• ~Get Your Files Here !/11. Seaborn Library/4. Advanced Visualizations with Countplot and Heatmap Using Seaborn.mp4 64 MB
• ~Get Your Files Here !/11. Seaborn Library/5. Practice Assignment Data Visualization with Seaborn and the Iris Dataset.html 148 B
• ~Get Your Files Here !/12. Conclusion/1. About your certificate.html 945 B
• ~Get Your Files Here !/12. Conclusion/2. Bonus lecture.html 6.3 KB
• ~Get Your Files Here !/2. Getting Started with Python/1. Introduction to Python.mp4 37.1 MB
• ~Get Your Files Here !/2. Getting Started with Python/10. Practice Assignment.html 148 B
• ~Get Your Files Here !/2. Getting Started with Python/2. First code to Python Programming.html 144 B
• ~Get Your Files Here !/2. Getting Started with Python/3. Variables in Python Declaration and Use.mp4 67.5 MB
• ~Get Your Files Here !/2. Getting Started with Python/4. Basic Arithmetic Operations in Python.html 144 B
• ~Get Your Files Here !/2. Getting Started with Python/5. Data types in Python.mp4 38.9 MB
• ~Get Your Files Here !/2. Getting Started with Python/6. Python String.mp4 48.2 MB
• ~Get Your Files Here !/2. Getting Started with Python/7. Quiz.html 144 B
• ~Get Your Files Here !/2. Getting Started with Python/8. String methods.mp4 82.5 MB
• ~Get Your Files Here !/2. Getting Started with Python/9. Calculating Body Mass Index (BMI) in Python.html 144 B
• ~Get Your Files Here !/3. Data Structures in Python/1. List in Python.mp4 75 MB
• ~Get Your Files Here !/3. Data Structures in Python/2. Working with Lists in Python.html 144 B
• ~Get Your Files Here !/3. Data Structures in Python/3. Tuples in Python.mp4 41.6 MB
• ~Get Your Files Here !/3. Data Structures in Python/4. Dictionaries in Python.mp4 36.8 MB
• ~Get Your Files Here !/3. Data Structures in Python/5. Working with Dictionaries in Python.html 144 B
• ~Get Your Files Here !/3. Data Structures in Python/6. Sets in Python.mp4 29.9 MB
• ~Get Your Files Here !/3. Data Structures in Python/7. Practice Assignment.html 148 B
• ~Get Your Files Here !/4. Conditional Statements in Python/1. Python Conditional Expressions.mp4 31.7 MB
• ~Get Your Files Here !/4. Conditional Statements in Python/2. Conditional Statements in Python.html 144 B
• ~Get Your Files Here !/4. Conditional Statements in Python/3. Exploring Operators and Conditional Expressions in Python.mp4 79.7 MB
• ~Get Your Files Here !/4. Conditional Statements in Python/4. Practice Assignment.html 148 B
• ~Get Your Files Here !/5. Loops in Python/1. For loops in Python.mp4 76.9 MB
• ~Get Your Files Here !/5. Loops in Python/2. Generating Square Numbers in Python.html 144 B
• ~Get Your Files Here !/5. Loops in Python/3. While loops in Python.mp4 51.6 MB
• ~Get Your Files Here !/5. Loops in Python/4. Practice Assignment.html 148 B
• ~Get Your Files Here !/6. Python Functions/1. Function in Python.mp4 70.7 MB
• ~Get Your Files Here !/6. Python Functions/2. Checking Even Numbers Using Functions in Python.html 144 B
• ~Get Your Files Here !/6. Python Functions/3. Recursion in Python.mp4 52.6 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 B
• ~Get Your Files Here !/6. Python Functions/6. Practice Assignment.html 148 B
• ~Get Your Files Here !/7. File handling in Python/1. File IO in Python.mp4 69.4 MB
• ~Get Your Files Here !/7. File handling in Python/2. Writing to a File in Python.html 144 B
• ~Get Your Files Here !/7. File handling in Python/3. Quiz.html 144 B
• ~Get Your Files Here !/8. NumPy Library/1. Introduction to NumPy arrays.mp4 60.9 MB
• ~Get Your Files Here !/8. NumPy Library/2. Accessing the elements of NumPy arrays.mp4 33.5 MB
• ~Get Your Files Here !/8. NumPy Library/3. Creating and Accessing Elements in NumPy Arrays.html 144 B
• ~Get Your Files Here !/8. NumPy Library/4. Leveraging Data Types, Shapes, and Array Stacking in NumPy.mp4 53 MB
• ~Get Your Files Here !/8. NumPy Library/5. Exploring Diverse Approaches to Creating NumPy Arrays.mp4 42.6 MB
• ~Get Your Files Here !/8. NumPy Library/6. Creating NumPy Arrays with Evenly Spaced Numbers.html 144 B
• ~Get Your Files Here !/8. NumPy Library/7. Mathematical operations on arrays.mp4 46.1 MB
• ~Get Your Files Here !/8. NumPy Library/8. Array Operations and Median Calculation in Python.html 144 B
• ~Get Your Files Here !/8. NumPy Library/9. Practice Assignment.html 148 B
• ~Get Your Files Here !/9. Pandas Library/1. Introduction to Pandas Library.mp4 40.8 MB
• ~Get Your Files Here !/9. Pandas Library/2. Creating DataFrame from Dictionary in Pandas.html 144 B
• ~Get Your Files Here !/9. Pandas Library/3. Exploring Series and DataFrame in Python.mp4 47.3 MB
• ~Get Your Files Here !/9. Pandas Library/4. Essential Data Analysis Methods in Python.mp4 111.6 MB
• ~Get Your Files Here !/9. Pandas Library/5. Importing Data from CSV File using Pandas.html 144 B
• ~Get Your Files Here !/9. Pandas Library/6. Missing Data Handling in Python.mp4 109.2 MB
• ~Get Your Files Here !/9. Pandas Library/7. Manipulating DataFrame in Python.mp4 110.7 MB
• ~Get Your Files Here !/9. Pandas Library/8. Practice Assignment Analyzing and Visualizing the Titanic Dataset with Pandas.html 148 B
• ~Get Your Files Here !/Bonus Resources.txt 386 B

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