CBT Nuggets - Programming for Data Science Torrent Download

CBT Nuggets - Programming for Data Science

Category:

Other

Date:

05/14/23 at 8:43pm GMT+1

Submitter:

Unknown

Seeders:

3

Leechers:

0

File size:

12.2 GB in 99 files

Torrent Status:

This torrent has been verified.

Infohash:

00f81955642021cc3f0d7b904e6f1124f462308f

File list

CBT Nuggets - Programming for Data Science
1. Explore Data Science Domains and Roles/1. Explore Data Science Domains and Roles .mp4 24.1 MB
1. Explore Data Science Domains and Roles/2. What is Data Science .mp4 95.4 MB
1. Explore Data Science Domains and Roles/3. Data Science Tools .mp4 102.3 MB
1. Explore Data Science Domains and Roles/4. Data Science Development Environments .mp4 83.6 MB
1. Explore Data Science Domains and Roles/5. What is Anaconda .mp4 48.4 MB
1. Explore Data Science Domains and Roles/6. Data Science Roles .mp4 43.4 MB
1. Explore Data Science Domains and Roles/7. The Data Science Roadmap .mp4 61.1 MB
10. Write Code using OOP Concepts for Data Science/1. Introduction .mp4 125.1 MB
10. Write Code using OOP Concepts for Data Science/2. Programming Styles .mp4 123.8 MB
10. Write Code using OOP Concepts for Data Science/3. Python Class Objects .mp4 169.4 MB
10. Write Code using OOP Concepts for Data Science/4. EDA Dimensions .mp4 66.5 MB
10. Write Code using OOP Concepts for Data Science/5. EDA Summary Statistics .mp4 74.5 MB
10. Write Code using OOP Concepts for Data Science/6. EDA Complete with Histograms .mp4 60.2 MB
11. Wrangling Data with Pandas for Data Science/1. Introduction .mp4 75.4 MB
11. Wrangling Data with Pandas for Data Science/2. What is Pandas Part 1 .mp4 79.1 MB
11. Wrangling Data with Pandas for Data Science/3. What is Pandas Part 2 .mp4 71.6 MB
11. Wrangling Data with Pandas for Data Science/4. EDA (Exploratory Data Analysis) .mp4 85.6 MB
11. Wrangling Data with Pandas for Data Science/5. Clean and Manipulate Data .mp4 96.4 MB
11. Wrangling Data with Pandas for Data Science/6. Data Visualization with Pandas (it does that also!) .mp4 103.3 MB
12. Work with Arrays Using Numpy Data Science Library/1. Introduction -3.mp4 99.7 MB
12. Work with Arrays Using Numpy Data Science Library/2. What is Numpy .mp4 52.9 MB
12. Work with Arrays Using Numpy Data Science Library/3. Numpy Vs Pandas .mp4 95 MB
12. Work with Arrays Using Numpy Data Science Library/4. Creating and Manipulating Arrays .mp4 63.2 MB
12. Work with Arrays Using Numpy Data Science Library/5. Array Operations, Array Methods and Functions .mp4 67.6 MB
13. Visualizing Data with Matplotlib for Data Science/1. Introduction .mp4 36.1 MB
13. Visualizing Data with Matplotlib for Data Science/2. What is Matplotlib .mp4 161.5 MB
13. Visualizing Data with Matplotlib for Data Science/3. Fields in the dataset from Kaggle .mp4 155.4 MB
13. Visualizing Data with Matplotlib for Data Science/4. Customizing Plots .mp4 80 MB
14. Visualize Data with Seaborn for Data Science/1. Introduction -3.mp4 69.4 MB
14. Visualize Data with Seaborn for Data Science/2. Matplotlib vs Seaborn .mp4 149.4 MB
14. Visualize Data with Seaborn for Data Science/3. Plotting with Seaborn .mp4 92.9 MB
14. Visualize Data with Seaborn for Data Science/4. Customizing Plots .mp4 82.1 MB
14. Visualize Data with Seaborn for Data Science/5. Real-world Notebook .mp4 22 MB
15. Explore Web Scraping Fundamentals for Data Science/1. Introduction .mp4 26.9 MB
15. Explore Web Scraping Fundamentals for Data Science/2. How the Internet Works .mp4 39.2 MB
15. Explore Web Scraping Fundamentals for Data Science/3. Visual Studio Code .mp4 97 MB
15. Explore Web Scraping Fundamentals for Data Science/4. HTML .mp4 45.7 MB
15. Explore Web Scraping Fundamentals for Data Science/5. CSS .mp4 53.3 MB
15. Explore Web Scraping Fundamentals for Data Science/6. Web Scraping with BeautifulSoup .mp4 148.9 MB
16. Collect Web Data with Python and BeautifulSoup/1. Introduction .mp4 55.1 MB
16. Collect Web Data with Python and BeautifulSoup/2. What is BeautifulSoup .mp4 34 MB
16. Collect Web Data with Python and BeautifulSoup/3. The find() Method Part 1 .mp4 91.8 MB
16. Collect Web Data with Python and BeautifulSoup/4. The find() Method Part 2 .mp4 129.4 MB
16. Collect Web Data with Python and BeautifulSoup/5. The find_all() Method Part 1 .mp4 135.7 MB
16. Collect Web Data with Python and BeautifulSoup/6. The find_all() Method Part 2 .mp4 82.3 MB
17. Use GitHub Repositories for Data Science/1. Introduction -2.mp4 38.4 MB
17. Use GitHub Repositories for Data Science/2. What is Git .mp4 61.2 MB
17. Use GitHub Repositories for Data Science/3. What is GitHub .mp4 62 MB
17. Use GitHub Repositories for Data Science/4. Create an Online Repo and Push Your Code to GitHub .mp4 84.8 MB
17. Use GitHub Repositories for Data Science/5. Hosting Datasets for use in Jupyter Notebook .mp4 94 MB
17. Use GitHub Repositories for Data Science/6. Challenge .mp4 28.9 MB
18. Analyze Core Data Structures for Data Science/1. Introduction .mp4 133 MB
18. Analyze Core Data Structures for Data Science/2. What are Data Structures .mp4 85.2 MB
18. Analyze Core Data Structures for Data Science/3. Python Basic Data Structure Limitations .mp4 124.7 MB
18. Analyze Core Data Structures for Data Science/4. Data Structures Deep Dive .mp4 141.5 MB
18. Analyze Core Data Structures for Data Science/5. Social Network Analysis Use Case .mp4 118.3 MB
19. Evaluate Complexity and Memory for Data Science/1. Introduction - Programming for Data Science CBT Nuggets-3.mp4 144 MB
19. Evaluate Complexity and Memory for Data Science/2. Complexity Analysis and Memory .mp4 93.5 MB
19. Evaluate Complexity and Memory for Data Science/3. Algorithm Comparison .mp4 121.9 MB
19. Evaluate Complexity and Memory for Data Science/4. Pandas Data Types .mp4 210.6 MB
2. Access the Command Line for Data Science/1. Introduction .mp4 170.8 MB
2. Access the Command Line for Data Science/2. What is a command-line, terminal, and Shell .mp4 137.4 MB
2. Access the Command Line for Data Science/3. macOS Terminal, Git for Windows, and Linux Emulators .mp4 80.9 MB
2. Access the Command Line for Data Science/4. Basic Linux Commands .mp4 105.6 MB
2. Access the Command Line for Data Science/5. Create Projects and Workflows .mp4 83 MB
20. Apply Big O Notation Concepts for Data Science/1. Introduction .mp4 131.8 MB
20. Apply Big O Notation Concepts for Data Science/2. Big O Notation .mp4 57.4 MB
20. Apply Big O Notation Concepts for Data Science/3. Big O Notation and Time Complexity Visualization .mp4 57.1 MB
20. Apply Big O Notation Concepts for Data Science/4. Quadratic time .mp4 38.2 MB
20. Apply Big O Notation Concepts for Data Science/5. Factorial time .mp4 132.6 MB
20. Apply Big O Notation Concepts for Data Science/6. Coffee Shop Complexity .mp4 109.6 MB
21. Explore R Fundamentals for Data Science/1. Introduction -3.mp4 193.7 MB
21. Explore R Fundamentals for Data Science/2. What is R and Why Should I Learn it in 2023 .mp4 167.8 MB
21. Explore R Fundamentals for Data Science/3. Getting Started with R and Google Colab .mp4 176.8 MB
21. Explore R Fundamentals for Data Science/4. R Data Types .mp4 101 MB
22. Implement and Compare R Data Structures/1. Introduction .mp4 117.7 MB
22. Implement and Compare R Data Structures/2. R and Python Data Structures Part 1 Vectors .mp4 57.2 MB
22. Implement and Compare R Data Structures/3. R and Python Data Structures Part 2 Arrays and Lists .mp4 40.5 MB
22. Implement and Compare R Data Structures/4. R and Python Data Structures Part 3 Data Frames .mp4 30.8 MB
22. Implement and Compare R Data Structures/5. Operations and Calculations .mp4 59.3 MB
22. Implement and Compare R Data Structures/6. Matrix Calculations .mp4 76.2 MB
22. Implement and Compare R Data Structures/7. Data Exploration .mp4 133.4 MB
23. Perform EDA with R and Python for Data Science/1. Introduction .mp4 19.1 MB
23. Perform EDA with R and Python for Data Science/2. Load and Prepare the Dataset (EDA light) .mp4 104.5 MB
23. Perform EDA with R and Python for Data Science/3. Perform Exploratory Data Analysis (EDA) Part II .mp4 116.1 MB
23. Perform EDA with R and Python for Data Science/4. Perform Exploratory Data Analysis (EDA) Part I .mp4 76.3 MB
23. Perform EDA with R and Python for Data Science/5. Challenge .mp4 74.7 MB
24. Explore AI Language Models and OpenAI's ChatGPT/1. Introduction.mp4 71.6 MB
24. Explore AI Language Models and OpenAI's ChatGPT/2. What is AI.mp4 131.1 MB
24. Explore AI Language Models and OpenAI's ChatGPT/3. OpenAI GPT-3 Language Models.mp4 67.4 MB
24. Explore AI Language Models and OpenAI's ChatGPT/4. What is ChatGPT and How Does it Work Under the Hood.mp4 35.4 MB
24. Explore AI Language Models and OpenAI's ChatGPT/5. Prompts and Completions.mp4 185.4 MB
25. Query OpenAI's Language Model API with Google's Colab/1. Introduction.mp4 82.9 MB
25. Query OpenAI's Language Model API with Google's Colab/2. Bare Bones Completion.mp4 102.6 MB
25. Query OpenAI's Language Model API with Google's Colab/3. API Authentication.mp4 45.3 MB
25. Query OpenAI's Language Model API with Google's Colab/4. Creating a Completion.mp4 114.6 MB
25. Query OpenAI's Language Model API with Google's Colab/5. Time Complexity.mp4 71.8 MB
25. Query OpenAI's Language Model API with Google's Colab/6. Bonus Use Case White Paper Summarization.mp4 78.8 MB
26. Create an AI Powered Web App with OpenAI, Streamlit/1. Introduction .mp4 98.3 MB

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