CBT Nuggets - Programming for Data Science


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File Size:   12.54 GB
Creat Time:   2024-07-27
Active Degree:   65
Last Active:   2024-11-23
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Tags:    CBT Nuggets - Programming for Data Science
Statement:   This site does not provide download links, only text displays, and does not contain any infringement.

File List

  1. 19. Evaluate Complexity and Memory for Data Science/4. Pandas Data Types .mp4 215.67 MB
  2. 21. Explore R Fundamentals for Data Science/1. Introduction -3.mp4 198.36 MB
  3. 24. Explore AI Language Models and OpenAI's ChatGPT/5. Prompts and Completions.mp4 189.82 MB
  4. 21. Explore R Fundamentals for Data Science/3. Getting Started with R and Google Colab .mp4 180.99 MB
  5. 2. Access the Command Line for Data Science/1. Introduction .mp4 174.93 MB
  6. 10. Write Code using OOP Concepts for Data Science/3. Python Class Objects .mp4 173.42 MB
  7. 21. Explore R Fundamentals for Data Science/2. What is R and Why Should I Learn it in 2023 .mp4 171.83 MB
  8. 13. Visualizing Data with Matplotlib for Data Science/2. What is Matplotlib .mp4 165.34 MB
  9. 13. Visualizing Data with Matplotlib for Data Science/3. Fields in the dataset from Kaggle .mp4 159.13 MB
  10. 14. Visualize Data with Seaborn for Data Science/2. Matplotlib vs Seaborn .mp4 152.95 MB
  11. 15. Explore Web Scraping Fundamentals for Data Science/6. Web Scraping with BeautifulSoup .mp4 152.52 MB
  12. 19. Evaluate Complexity and Memory for Data Science/1. Introduction - Programming for Data Science CBT Nuggets-3.mp4 147.46 MB
  13. 18. Analyze Core Data Structures for Data Science/4. Data Structures Deep Dive .mp4 144.92 MB
  14. 2. Access the Command Line for Data Science/2. What is a command-line, terminal, and Shell .mp4 140.71 MB
  15. 16. Collect Web Data with Python and BeautifulSoup/5. The find_all() Method Part 1 .mp4 138.94 MB
  16. 22. Implement and Compare R Data Structures/7. Data Exploration .mp4 136.58 MB
  17. 26. Create an AI Powered Web App with OpenAI, Streamlit/7. HungryBear Production Code Part 2 .mp4 136.51 MB
  18. 18. Analyze Core Data Structures for Data Science/1. Introduction .mp4 136.19 MB
  19. 20. Apply Big O Notation Concepts for Data Science/5. Factorial time .mp4 135.79 MB
  20. 4. Explore Python Data Types for Data Science/7. Collections Dictionaries .mp4 135.26 MB
  21. 20. Apply Big O Notation Concepts for Data Science/1. Introduction .mp4 134.95 MB
  22. 24. Explore AI Language Models and OpenAI's ChatGPT/2. What is AI.mp4 134.21 MB
  23. 16. Collect Web Data with Python and BeautifulSoup/4. The find() Method Part 2 .mp4 132.55 MB
  24. 10. Write Code using OOP Concepts for Data Science/1. Introduction .mp4 128.08 MB
  25. 18. Analyze Core Data Structures for Data Science/3. Python Basic Data Structure Limitations .mp4 127.69 MB
  26. 10. Write Code using OOP Concepts for Data Science/2. Programming Styles .mp4 126.79 MB
  27. 8. Write Loops to Automate Tasks for Data Science/3. if Statements Part 1 .mp4 126.47 MB
  28. 19. Evaluate Complexity and Memory for Data Science/3. Algorithm Comparison .mp4 124.82 MB
  29. 18. Analyze Core Data Structures for Data Science/5. Social Network Analysis Use Case .mp4 121.17 MB
  30. 22. Implement and Compare R Data Structures/1. Introduction .mp4 120.50 MB
  31. 23. Perform EDA with R and Python for Data Science/3. Perform Exploratory Data Analysis (EDA) Part II .mp4 118.87 MB
  32. 25. Query OpenAI's Language Model API with Google's Colab/4. Creating a Completion.mp4 117.34 MB
  33. 8. Write Loops to Automate Tasks for Data Science/7. Challenge .mp4 115.40 MB
  34. 26. Create an AI Powered Web App with OpenAI, Streamlit/5. HungryBear Non-production Code .mp4 113.22 MB
  35. 20. Apply Big O Notation Concepts for Data Science/6. Coffee Shop Complexity .mp4 112.25 MB
  36. 9. Use Python Built-In Methods for Data Science/2. List Review .mp4 109.66 MB
  37. 2. Access the Command Line for Data Science/4. Basic Linux Commands .mp4 108.09 MB
  38. 23. Perform EDA with R and Python for Data Science/2. Load and Prepare the Dataset (EDA light) .mp4 106.98 MB
  39. 11. Wrangling Data with Pandas for Data Science/6. Data Visualization with Pandas (it does that also!) .mp4 105.77 MB
  40. 25. Query OpenAI's Language Model API with Google's Colab/2. Bare Bones Completion.mp4 105.02 MB
  41. 1. Explore Data Science Domains and Roles/3. Data Science Tools .mp4 104.79 MB
  42. 21. Explore R Fundamentals for Data Science/4. R Data Types .mp4 103.42 MB
  43. 12. Work with Arrays Using Numpy Data Science Library/1. Introduction -3.mp4 102.12 MB
  44. 26. Create an AI Powered Web App with OpenAI, Streamlit/1. Introduction .mp4 100.63 MB
  45. 15. Explore Web Scraping Fundamentals for Data Science/3. Visual Studio Code .mp4 99.30 MB
  46. 11. Wrangling Data with Pandas for Data Science/5. Clean and Manipulate Data .mp4 98.67 MB
  47. 5. Explore Strings and Sequences for Data Science/4. Working with Strings .mp4 98.32 MB
  48. 9. Use Python Built-In Methods for Data Science/6. Numpy and Pandas .mp4 97.71 MB
  49. 1. Explore Data Science Domains and Roles/2. What is Data Science .mp4 97.68 MB
  50. 12. Work with Arrays Using Numpy Data Science Library/3. Numpy Vs Pandas .mp4 97.25 MB

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