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

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2.16 GB

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151efbea7bcc6e2a6879ac73c8cf06ea492f577b

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20-05-2024 20:28

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File	Size
Get Bonus Downloads Here.url	181.00 B
~Get Your Files Here !/1. Introduction/1. Introduction.mp4	19.98 MB
~Get Your Files Here !/1. Introduction/2. Course resources.html	106.00 B
~Get Your Files Here !/1. Introduction/Python training/example.txt	18.00 B
~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/ipynb_checkpoints/Autoviz-checkpoint.ipynb	72.00 B
~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/example-checkpoint.txt	33.00 B
~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/gemini-checkpoint.ipynb	72.00 B
~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/MatplotLib-checkpoint.ipynb	72.00 B
~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Numpy-checkpoint.ipynb	72.00 B
~Get Your Files Here !/1. Introduction/Python training/ipynb_checkpoints/Pandas-checkpoint.ipynb	72.00 B
~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	72.00 B
~Get Your Files Here !/1. Introduction/Python training/MatplotLib.ipynb	1,003.84 kB
~Get Your Files Here !/1. Introduction/Python training/Numpy.ipynb	53.14 kB
~Get Your Files Here !/1. Introduction/Python training/Pandas.ipynb	233.80 kB
~Get Your Files Here !/1. Introduction/Python training/Python_Tutorial.ipynb	139.80 kB
~Get Your Files Here !/1. Introduction/Python training/Seaborn.ipynb	1.96 MB
~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	116.50 MB
~Get Your Files Here !/10. Matplotlib Library/3. Visualizing Average Session Length per Day with a Line Chart.html	144.00 B
~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	144.00 B
~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	148.00 B
~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	50.40 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	148.00 B
~Get Your Files Here !/12. Conclusion/1. About your certificate.html	945.00 B
~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	148.00 B
~Get Your Files Here !/2. Getting Started with Python/2. First code to Python Programming.html	144.00 B
~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	144.00 B
~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	144.00 B
~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	144.00 B
~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	144.00 B
~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	144.00 B
~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	148.00 B
~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	144.00 B
~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	148.00 B
~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	144.00 B
~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	148.00 B
~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	144.00 B
~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	49.50 MB
~Get Your Files Here !/6. Python Functions/5. Lambda Functions for Exponentiation.html	144.00 B
~Get Your Files Here !/6. Python Functions/6. Practice Assignment.html	148.00 B
~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	144.00 B
~Get Your Files Here !/7. File handling in Python/3. Quiz.html	144.00 B
~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	144.00 B
~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	144.00 B
~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	144.00 B
~Get Your Files Here !/8. NumPy Library/9. Practice Assignment.html	148.00 B
~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	144.00 B
~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	144.00 B
~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	148.00 B
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ CourseWikia.com ] Python for Data Science: Python Programming & Data Analysis (2024)

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Published 5/2024
Created by Start-Tech Trainings,Start-Tech Academy
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 39 Lectures ( 6h 5m ) | Size: 2.15 GB

Transform data into insights using Python and its powerful Libraries such as Numpy, Pandas, MatplotLib, Seaborn etc.

What you'll learn:
Gain a thorough understanding of Python syntax, script writing, and fundamental programming concepts such as variables, data types, and string operations
Become adept at using lists, dictionaries, tuples, and sets for organizing and managing data effectively within Python
Master the use of conditional statements and loops in Python to automate and optimize data processing tasks
Learn to design reusable Python functions to perform repetitive tasks efficiently, including knowledge of recursion and lambda functions
Acquire skills in reading from and writing to files in Python, crucial for data processing tasks in real-world applications
Understand how to use NumPy arrays for complex mathematical computations and effectively handle large datasets with high performance
Master the use of Pandas for data manipulation and analysis; learn how to explore, clean, and transform data into a suitable format for analysis
Develop the ability to create insightful visual representations of data using Matplotlib and Seaborn libraries of Python

Requirements:
No prior experience in Python or data analysis is required; just basic computer skills and access to a computer with an internet connection are necessary to start this course.

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