Programming for Data Science | 2B8BA6CA9918A9A330555B707A39212E2A191AAA

Programming for Data Science

Name	Programming for Data Science	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	13.3 GB
Total Files	311
Last Seen	2025-07-18 23:44
Hash	2B8BA6CA9918A9A330555B707A39212E2A191AAA

/.../19. Evaluate Complexity and Memory for Data Science/
4. Pandas Data Types .mp4	220.8 MB
1. Introduction - Programming for Data Science CBT Nuggets-3.mp4	151.0 MB
3. Algorithm Comparison .mp4	127.8 MB
2. Complexity Analysis and Memory .mp4	98.0 MB
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TutsNode.net.txt	0.1 KB
[TGx]Downloaded from torrentgalaxy.to .txt	0.6 KB
/.pad/
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/.../21. Explore R Fundamentals for Data Science/
1. Introduction -3.mp4	203.1 MB
3. Getting Started with R and Google Colab .mp4	185.3 MB
2. What is R and Why Should I Learn it in 2023 .mp4	176.0 MB
4. R Data Types .mp4	105.9 MB
/.../24. Explore AI Language Models and OpenAI's ChatGPT/
5. Prompts and Completions.mp4	194.4 MB
2. What is AI.mp4	137.4 MB
1. Introduction.mp4	75.1 MB
3. OpenAI GPT-3 Language Models.mp4	70.6 MB
4. What is ChatGPT and How Does it Work Under the Hood.mp4	37.1 MB
/.../2. Access the Command Line for Data Science/
1. Introduction .mp4	179.1 MB
2. What is a command-line, terminal, and Shell .mp4	144.1 MB
4. Basic Linux Commands .mp4	110.7 MB
5. Create Projects and Workflows .mp4	87.0 MB
3. macOS Terminal, Git for Windows, and Linux Emulators .mp4	84.9 MB
/.../10. Write Code using OOP Concepts for Data Science/
3. Python Class Objects .mp4	177.6 MB
1. Introduction .mp4	131.2 MB
2. Programming Styles .mp4	129.8 MB
5. EDA Summary Statistics .mp4	78.1 MB
4. EDA Dimensions .mp4	69.7 MB
6. EDA Complete with Histograms .mp4	63.1 MB
/.../13. Visualizing Data with Matplotlib for Data Science/
2. What is Matplotlib .mp4	169.3 MB
3. Fields in the dataset from Kaggle .mp4	163.0 MB
4. Customizing Plots .mp4	83.8 MB
1. Introduction .mp4	37.9 MB
/.../14. Visualize Data with Seaborn for Data Science/
2. Matplotlib vs Seaborn .mp4	156.6 MB
3. Plotting with Seaborn .mp4	97.4 MB
4. Customizing Plots .mp4	86.1 MB
1. Introduction -3.mp4	72.8 MB
5. Real-world Notebook .mp4	23.1 MB
/.../15. Explore Web Scraping Fundamentals for Data Science/
6. Web Scraping with BeautifulSoup .mp4	156.2 MB
3. Visual Studio Code .mp4	101.7 MB
5. CSS .mp4	55.8 MB
4. HTML .mp4	48.0 MB
2. How the Internet Works .mp4	41.1 MB
1. Introduction .mp4	28.2 MB
/.../18. Analyze Core Data Structures for Data Science/
4. Data Structures Deep Dive .mp4	148.4 MB
1. Introduction .mp4	139.5 MB
3. Python Basic Data Structure Limitations .mp4	130.8 MB
5. Social Network Analysis Use Case .mp4	124.1 MB
2. What are Data Structures .mp4	89.3 MB
/.../16. Collect Web Data with Python and BeautifulSoup/
5. The find_all() Method Part 1 .mp4	142.3 MB
4. The find() Method Part 2 .mp4	135.7 MB
3. The find() Method Part 1 .mp4	96.3 MB
6. The find_all() Method Part 2 .mp4	86.3 MB
1. Introduction .mp4	57.8 MB
2. What is BeautifulSoup .mp4	35.7 MB
/.../22. Implement and Compare R Data Structures/
7. Data Exploration .mp4	139.9 MB
1. Introduction .mp4	123.4 MB
6. Matrix Calculations .mp4	79.9 MB
5. Operations and Calculations .mp4	62.2 MB
2. R and Python Data Structures Part 1 Vectors .mp4	60.0 MB
3. R and Python Data Structures Part 2 Arrays and Lists .mp4	42.5 MB
4. R and Python Data Structures Part 3 Data Frames .mp4	32.3 MB
/.../26. Create an AI Powered Web App with OpenAI, Streamlit/
7. HungryBear Production Code Part 2 .mp4	139.8 MB
5. HungryBear Non-production Code .mp4	115.9 MB
1. Introduction .mp4	103.0 MB
2. What is Streamlit .mp4	85.1 MB
4. Designing an AI Web App .mp4	82.3 MB
6. HungryBear Production Code Part 1 .mp4	67.1 MB
3. What is Streamlit Community Cloud .mp4	33.8 MB
/.../20. Apply Big O Notation Concepts for Data Science/
5. Factorial time .mp4	139.0 MB
1. Introduction .mp4	138.2 MB
6. Coffee Shop Complexity .mp4	114.9 MB
2. Big O Notation .mp4	60.2 MB
3. Big O Notation and Time Complexity Visualization .mp4	59.9 MB
4. Quadratic time .mp4	40.1 MB
/.../4. Explore Python Data Types for Data Science/
7. Collections Dictionaries .mp4	138.5 MB
8. Collections Tuples, and Sets .mp4	64.6 MB
3. Primitive & Non-Primitive Data Types, Part 2 Data Types in Jupyter Notebook .mp4	63.9 MB
4. Numbers Integers and Floats .mp4	45.8 MB
6. Collections Lists .mp4	45.4 MB
5. Text Strings and Bools .mp4	38.5 MB
2. Primitive & Non-Primitive Data Types, Part 1 Conda Environment and GitHub .mp4	36.7 MB
1. Introduction -3.mp4	26.1 MB
/.../8. Write Loops to Automate Tasks for Data Science/
3. if Statements Part 1 .mp4	129.5 MB
7. Challenge .mp4	118.2 MB
4. if Statements Part 2 .mp4	93.0 MB
2. Functions Review .mp4	85.9 MB
5. for Loops .mp4	61.3 MB
6. while Loops .mp4	58.9 MB
1. Introduction - Loops to Automate Tasks .mp4	22.1 MB
/.../23. Perform EDA with R and Python for Data Science/
3. Perform Exploratory Data Analysis (EDA) Part II .mp4	121.7 MB
2. Load and Prepare the Dataset (EDA light) .mp4	109.6 MB
4. Perform Exploratory Data Analysis (EDA) Part I .mp4	80.0 MB
5. Challenge .mp4	78.3 MB
1. Introduction .mp4	20.1 MB
/.../25. Query OpenAI's Language Model API with Google's Colab/
4. Creating a Completion.mp4	120.2 MB
2. Bare Bones Completion.mp4	107.5 MB
1. Introduction.mp4	86.9 MB
6. Bonus Use Case White Paper Summarization.mp4	82.6 MB
5. Time Complexity.mp4	75.3 MB
3. API Authentication.mp4	47.4 MB
/.../9. Use Python Built-In Methods for Data Science/
2. List Review .mp4	112.3 MB
6. Numpy and Pandas .mp4	100.1 MB
3. List Methods .mp4	75.4 MB
4. Dictionary Review .mp4	56.1 MB
5. Dictionary Methods .mp4	56.1 MB
1. Introduction Python Built-in Methods .mp4	49.2 MB
/.../11. Wrangling Data with Pandas for Data Science/
6. Data Visualization with Pandas (it does that also!) .mp4	108.3 MB
5. Clean and Manipulate Data .mp4	101.0 MB
4. EDA (Exploratory Data Analysis) .mp4	89.7 MB
2. What is Pandas Part 1 .mp4	82.9 MB
1. Introduction .mp4	79.1 MB
3. What is Pandas Part 2 .mp4	75.1 MB
/.../1. Explore Data Science Domains and Roles/
3. Data Science Tools .mp4	107.3 MB
2. What is Data Science .mp4	100.0 MB
4. Data Science Development Environments .mp4	87.6 MB
7. The Data Science Roadmap .mp4	64.0 MB
5. What is Anaconda .mp4	50.8 MB
6. Data Science Roles .mp4	45.6 MB
1. Explore Data Science Domains and Roles .mp4	25.3 MB
/.../12. Work with Arrays Using Numpy Data Science Library/
1. Introduction -3.mp4	104.6 MB
3. Numpy Vs Pandas .mp4	99.6 MB
5. Array Operations, Array Methods and Functions .mp4	70.9 MB
4. Creating and Manipulating Arrays .mp4	66.2 MB
2. What is Numpy .mp4	55.4 MB
/.../5. Explore Strings and Sequences for Data Science/
4. Working with Strings .mp4	100.7 MB
7. Slicing .mp4	61.8 MB
6. Indexing .mp4	55.3 MB
1. Introduction .mp4	46.8 MB
2. Working with Variables .mp4	44.8 MB
5. String Formatting .mp4	35.3 MB
3. Leaving Comments .mp4	33.2 MB
/.../17. Use GitHub Repositories for Data Science/
5. Hosting Datasets for use in Jupyter Notebook .mp4	98.6 MB
4. Create an Online Repo and Push Your Code to GitHub .mp4	88.9 MB
3. What is GitHub .mp4	65.0 MB
2. What is Git .mp4	64.1 MB
1. Introduction -2.mp4	40.2 MB
6. Challenge .mp4	30.3 MB
/.../7. Write Reusable Python Functions for Data Science/
2. Comparison and Logical Operators .mp4	93.1 MB
4. If statements and Functions .mp4	84.0 MB
3. Writing Functions .mp4	78.0 MB
5. Understanding Functions .mp4	74.8 MB
7. Asking for Input .mp4	70.4 MB
6. Pseudocode .mp4	69.4 MB
1. Introduction .mp4	25.1 MB
/.../6. Explore Math Operators and LaTex for Data Science/
2. Python and Math .mp4	85.5 MB
5. Built-in Python Functions .mp4	81.4 MB
3. Math Operators .mp4	72.5 MB
7. LaTex for Equations and Formulas .mp4	62.2 MB
6. Scientific Notation .mp4	48.3 MB
1. Introduction .mp4	34.3 MB
4. Boolean Values .mp4	32.2 MB
/.../3. Set Up a Data Science Development Environment/
6. Starting a Jupyter Notebook and Session .mp4	69.6 MB
5. Install Jupyter Notebook .mp4	67.4 MB
2. Install Anaconda macOS .mp4	67.2 MB
4. Virtual Environments with Conda .mp4	53.0 MB
8. Explore Visual Code for Data Science .mp4	48.1 MB
1. Introduction .mp4	39.1 MB
3. Install Anaconda Windows .mp4	30.4 MB
7. Closing a Jupyter Notebook Session .mp4	14.2 MB
Total files 311