Python for Data Science Zero to Pandas | B10C7B2CCB4084FF71582CA3E52A079C2F798445

Python for Data Science Zero to Pandas

Name	Python for Data Science - Zero to Pandas	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.8 GB
Total Files	51
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Hash	B10C7B2CCB4084FF71582CA3E52A079C2F798445

/1 - Introduction/
1 - Introduction.mp4	23.8 MB
1 - Introduction/
1 - Welcome to the official repository for the Python Foundations to Machine Learning course! This hands - on journey takes you from writing your first Python script to building real - world data analysis and machine learning models url	0.1 KB
2 - Module 0 Getting Started/
1 - Why Python matters, what Jupyter Notebooks are, and how to access Google Colab.mp4	12.0 MB
2 - Course Resources.mp4	18.5 MB
3 - Time to Program Introduction to Google Colab and First Python Script.mp4	30.3 MB
3 - Module 1 Python Programming Fundamentals/
1 - Variables & Data Types.mp4	112.8 MB
10 - Functions.mp4	34.0 MB
11 - Advanced Bonus Section Classes - Object Oriented Programming.mp4	34.9 MB
2 - Student Exercises Variables, Print, and Introduction to F - Strings.mp4	34.4 MB
3 - Basic Operators - Python Calculations.mp4	38.5 MB
4 - Comparison & Logical Operators.mp4	17.3 MB
5 - Checking & Changing Data Types and How to guide to rounding numbers.mp4	45.5 MB
6 - Getting Input from Users.mp4	30.9 MB
7 - Python Data Structures Lists, Tuples, Dictionaries, and Sets.mp4	94.3 MB
8 - Control Flow.mp4	116.9 MB
9 - List Comprehensions.mp4	18.7 MB
4 - Working with Libraries, Reading & Writing Files and Adding a New Line/
1 - Working with Python Libraries - Importing Modules.mp4	104.9 MB
2 - File IO Basics.mp4	36.0 MB
5 - Module 2 Introduction to Data Science Libraries/
1 - Section Introduction.mp4	19.0 MB
2 - Numpy and Pandas.mp4	34.4 MB
3 - Data Frame Analysis with Housing Dataset.mp4	178.2 MB
4 - Data Visualization with Matplotlib & Seaborn.mp4	68.0 MB
5 - Mention of Other Tools - Visual Studio Code.mp4	13.2 MB
🚀 DownloadCursos.top.html	2.2 KB
6 - Module 3 Using Python for Machine Learning & Analysis/
1 - What is Machine Learning.mp4	23.3 MB
2 - Classification VS Regression.mp4	33.9 MB
3 - Machine Learning Quiz.mp4	6.5 MB
4 - Where to Find Practice Data & How to Load Different Data Sources.mp4	6.8 MB
5 - Data Cleaning Essentials.mp4	31.2 MB
6 - Data Cleaning Quiz.mp4	3.0 MB
7 - Full Exploratory Data Analysis of Real World Government Survey Data/
1 - Introduction to the PUMS Government Survey Data & Loading EDA and ML Notebooks.mp4	37.1 MB
2 - Full Exploratory Data Analysis EDA on Real Government Data.mp4	200.8 MB
8 - Module 4 Introduction Machine Learning Modeling and Evaluation/
1 - Modeling and Evaluation Section Introduction.mp4	8.3 MB
2 - Introduction to Logistic Regression.mp4	32.1 MB
3 - Introduction to Random Forest.mp4	13.1 MB
4 - XGBoost.mp4	11.0 MB
5 - Train - Test - Split and K - Fold Cross Validation.mp4	16.6 MB
6 - Grid Search Cross Validation.mp4	6.3 MB
7 - Model Evaluation Techniques.mp4	34.7 MB
8 - Quiz on Modeling Evaluation.mp4	6.9 MB
9 - End - to - End Machine Learning Workflow.mp4	185.8 MB
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TeamOS FAQ.jpg	85.5 KB
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relatorio conteudo.txt	4.0 KB
🚀 DownloadCursos.top.html	2.2 KB
Total files 51