| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/1. Explore Data Science Domains and Roles .mp4 |
24.1 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/2. What is Data Science .mp4 |
95.4 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/3. Data Science Tools .mp4 |
102.3 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/4. Data Science Development Environments .mp4 |
83.6 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/5. What is Anaconda .mp4 |
48.4 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/6. Data Science Roles .mp4 |
43.4 MB |
| CBT Nuggets - Programming for Data Science/1. Explore Data Science Domains and Roles/7. The Data Science Roadmap .mp4 |
61.1 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/1. Introduction .mp4 |
125.1 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/2. Programming Styles .mp4 |
123.8 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/3. Python Class Objects .mp4 |
169.4 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/4. EDA Dimensions .mp4 |
66.5 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/5. EDA Summary Statistics .mp4 |
74.5 MB |
| CBT Nuggets - Programming for Data Science/10. Write Code using OOP Concepts for Data Science/6. EDA Complete with Histograms .mp4 |
60.2 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/1. Introduction .mp4 |
75.4 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/2. What is Pandas Part 1 .mp4 |
79.1 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/3. What is Pandas Part 2 .mp4 |
71.6 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/4. EDA (Exploratory Data Analysis) .mp4 |
85.6 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/5. Clean and Manipulate Data .mp4 |
96.4 MB |
| CBT Nuggets - Programming for Data Science/11. Wrangling Data with Pandas for Data Science/6. Data Visualization with Pandas (it does that also!) .mp4 |
103.3 MB |
| CBT Nuggets - Programming for Data Science/12. Work with Arrays Using Numpy Data Science Library/1. Introduction -3.mp4 |
99.7 MB |
| CBT Nuggets - Programming for Data Science/12. Work with Arrays Using Numpy Data Science Library/2. What is Numpy .mp4 |
52.9 MB |
| CBT Nuggets - Programming for Data Science/12. Work with Arrays Using Numpy Data Science Library/3. Numpy Vs Pandas .mp4 |
95 MB |
| CBT Nuggets - Programming for Data Science/12. Work with Arrays Using Numpy Data Science Library/4. Creating and Manipulating Arrays .mp4 |
63.2 MB |
| CBT Nuggets - Programming for Data Science/12. Work with Arrays Using Numpy Data Science Library/5. Array Operations, Array Methods and Functions .mp4 |
67.6 MB |
| CBT Nuggets - Programming for Data Science/13. Visualizing Data with Matplotlib for Data Science/1. Introduction .mp4 |
36.1 MB |
| CBT Nuggets - Programming for Data Science/13. Visualizing Data with Matplotlib for Data Science/2. What is Matplotlib .mp4 |
161.5 MB |
| CBT Nuggets - Programming for Data Science/13. Visualizing Data with Matplotlib for Data Science/3. Fields in the dataset from Kaggle .mp4 |
155.4 MB |
| CBT Nuggets - Programming for Data Science/13. Visualizing Data with Matplotlib for Data Science/4. Customizing Plots .mp4 |
80 MB |
| CBT Nuggets - Programming for Data Science/14. Visualize Data with Seaborn for Data Science/1. Introduction -3.mp4 |
69.4 MB |
| CBT Nuggets - Programming for Data Science/14. Visualize Data with Seaborn for Data Science/2. Matplotlib vs Seaborn .mp4 |
149.4 MB |
| CBT Nuggets - Programming for Data Science/14. Visualize Data with Seaborn for Data Science/3. Plotting with Seaborn .mp4 |
92.9 MB |
| CBT Nuggets - Programming for Data Science/14. Visualize Data with Seaborn for Data Science/4. Customizing Plots .mp4 |
82.1 MB |
| CBT Nuggets - Programming for Data Science/14. Visualize Data with Seaborn for Data Science/5. Real-world Notebook .mp4 |
22 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/1. Introduction .mp4 |
26.9 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/2. How the Internet Works .mp4 |
39.2 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/3. Visual Studio Code .mp4 |
97 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/4. HTML .mp4 |
45.7 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/5. CSS .mp4 |
53.3 MB |
| CBT Nuggets - Programming for Data Science/15. Explore Web Scraping Fundamentals for Data Science/6. Web Scraping with BeautifulSoup .mp4 |
148.9 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/1. Introduction .mp4 |
55.1 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/2. What is BeautifulSoup .mp4 |
34 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/3. The find() Method Part 1 .mp4 |
91.8 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/4. The find() Method Part 2 .mp4 |
129.4 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/5. The find_all() Method Part 1 .mp4 |
135.7 MB |
| CBT Nuggets - Programming for Data Science/16. Collect Web Data with Python and BeautifulSoup/6. The find_all() Method Part 2 .mp4 |
82.3 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/1. Introduction -2.mp4 |
38.4 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/2. What is Git .mp4 |
61.2 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/3. What is GitHub .mp4 |
62 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/4. Create an Online Repo and Push Your Code to GitHub .mp4 |
84.8 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/5. Hosting Datasets for use in Jupyter Notebook .mp4 |
94 MB |
| CBT Nuggets - Programming for Data Science/17. Use GitHub Repositories for Data Science/6. Challenge .mp4 |
28.9 MB |
| CBT Nuggets - Programming for Data Science/18. Analyze Core Data Structures for Data Science/1. Introduction .mp4 |
133 MB |
| CBT Nuggets - Programming for Data Science/18. Analyze Core Data Structures for Data Science/2. What are Data Structures .mp4 |
85.2 MB |
| CBT Nuggets - Programming for Data Science/18. Analyze Core Data Structures for Data Science/3. Python Basic Data Structure Limitations .mp4 |
124.7 MB |
| CBT Nuggets - Programming for Data Science/18. Analyze Core Data Structures for Data Science/4. Data Structures Deep Dive .mp4 |
141.5 MB |
| CBT Nuggets - Programming for Data Science/18. Analyze Core Data Structures for Data Science/5. Social Network Analysis Use Case .mp4 |
118.3 MB |
| CBT Nuggets - Programming for Data Science/19. Evaluate Complexity and Memory for Data Science/1. Introduction - Programming for Data Science CBT Nuggets-3.mp4 |
144 MB |
| CBT Nuggets - Programming for Data Science/19. Evaluate Complexity and Memory for Data Science/2. Complexity Analysis and Memory .mp4 |
93.5 MB |
| CBT Nuggets - Programming for Data Science/19. Evaluate Complexity and Memory for Data Science/3. Algorithm Comparison .mp4 |
121.9 MB |
| CBT Nuggets - Programming for Data Science/19. Evaluate Complexity and Memory for Data Science/4. Pandas Data Types .mp4 |
210.6 MB |
| CBT Nuggets - Programming for Data Science/2. Access the Command Line for Data Science/1. Introduction .mp4 |
170.8 MB |
| CBT Nuggets - Programming for Data Science/2. Access the Command Line for Data Science/2. What is a command-line, terminal, and Shell .mp4 |
137.4 MB |
| CBT Nuggets - Programming for Data Science/2. Access the Command Line for Data Science/3. macOS Terminal, Git for Windows, and Linux Emulators .mp4 |
80.9 MB |
| CBT Nuggets - Programming for Data Science/2. Access the Command Line for Data Science/4. Basic Linux Commands .mp4 |
105.6 MB |
| CBT Nuggets - Programming for Data Science/2. Access the Command Line for Data Science/5. Create Projects and Workflows .mp4 |
83 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/1. Introduction .mp4 |
131.8 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/2. Big O Notation .mp4 |
57.4 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/3. Big O Notation and Time Complexity Visualization .mp4 |
57.1 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/4. Quadratic time .mp4 |
38.2 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/5. Factorial time .mp4 |
132.6 MB |
| CBT Nuggets - Programming for Data Science/20. Apply Big O Notation Concepts for Data Science/6. Coffee Shop Complexity .mp4 |
109.6 MB |
| CBT Nuggets - Programming for Data Science/21. Explore R Fundamentals for Data Science/1. Introduction -3.mp4 |
193.7 MB |
| CBT Nuggets - Programming for Data Science/21. Explore R Fundamentals for Data Science/2. What is R and Why Should I Learn it in 2023 .mp4 |
167.8 MB |
| CBT Nuggets - Programming for Data Science/21. Explore R Fundamentals for Data Science/3. Getting Started with R and Google Colab .mp4 |
176.8 MB |
| CBT Nuggets - Programming for Data Science/21. Explore R Fundamentals for Data Science/4. R Data Types .mp4 |
101 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/1. Introduction .mp4 |
117.7 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/2. R and Python Data Structures Part 1 Vectors .mp4 |
57.2 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/3. R and Python Data Structures Part 2 Arrays and Lists .mp4 |
40.5 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/4. R and Python Data Structures Part 3 Data Frames .mp4 |
30.8 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/5. Operations and Calculations .mp4 |
59.3 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/6. Matrix Calculations .mp4 |
76.2 MB |
| CBT Nuggets - Programming for Data Science/22. Implement and Compare R Data Structures/7. Data Exploration .mp4 |
133.4 MB |
| CBT Nuggets - Programming for Data Science/23. Perform EDA with R and Python for Data Science/1. Introduction .mp4 |
19.1 MB |
| CBT Nuggets - Programming for Data Science/23. Perform EDA with R and Python for Data Science/2. Load and Prepare the Dataset (EDA light) .mp4 |
104.5 MB |
| CBT Nuggets - Programming for Data Science/23. Perform EDA with R and Python for Data Science/3. Perform Exploratory Data Analysis (EDA) Part II .mp4 |
116.1 MB |
| CBT Nuggets - Programming for Data Science/23. Perform EDA with R and Python for Data Science/4. Perform Exploratory Data Analysis (EDA) Part I .mp4 |
76.3 MB |
| CBT Nuggets - Programming for Data Science/23. Perform EDA with R and Python for Data Science/5. Challenge .mp4 |
74.7 MB |
| CBT Nuggets - Programming for Data Science/24. Explore AI Language Models and OpenAI's ChatGPT/1. Introduction.mp4 |
71.6 MB |
| CBT Nuggets - Programming for Data Science/24. Explore AI Language Models and OpenAI's ChatGPT/2. What is AI.mp4 |
131.1 MB |
| CBT Nuggets - Programming for Data Science/24. Explore AI Language Models and OpenAI's ChatGPT/3. OpenAI GPT-3 Language Models.mp4 |
67.4 MB |
| CBT Nuggets - Programming for Data Science/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 |
| CBT Nuggets - Programming for Data Science/24. Explore AI Language Models and OpenAI's ChatGPT/5. Prompts and Completions.mp4 |
185.4 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/1. Introduction.mp4 |
82.9 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/2. Bare Bones Completion.mp4 |
102.6 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/3. API Authentication.mp4 |
45.3 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/4. Creating a Completion.mp4 |
114.6 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/5. Time Complexity.mp4 |
71.8 MB |
| CBT Nuggets - Programming for Data Science/25. Query OpenAI's Language Model API with Google's Colab/6. Bonus Use Case White Paper Summarization.mp4 |
78.8 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/1. Introduction .mp4 |
98.3 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/2. What is Streamlit .mp4 |
81.2 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/3. What is Streamlit Community Cloud .mp4 |
32.3 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/4. Designing an AI Web App .mp4 |
78.5 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/5. HungryBear Non-production Code .mp4 |
110.6 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/6. HungryBear Production Code Part 1 .mp4 |
64 MB |
| CBT Nuggets - Programming for Data Science/26. Create an AI Powered Web App with OpenAI, Streamlit/7. HungryBear Production Code Part 2 .mp4 |
133.3 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/1. Introduction .mp4 |
37.3 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/2. Install Anaconda macOS .mp4 |
64 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/3. Install Anaconda Windows .mp4 |
29 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/4. Virtual Environments with Conda .mp4 |
50.6 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/5. Install Jupyter Notebook .mp4 |
64.3 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/6. Starting a Jupyter Notebook and Session .mp4 |
66.4 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/7. Closing a Jupyter Notebook Session .mp4 |
13.6 MB |
| CBT Nuggets - Programming for Data Science/3. Set Up a Data Science Development Environment/8. Explore Visual Code for Data Science .mp4 |
45.9 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/1. Introduction -3.mp4 |
24.9 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/2. Primitive & Non-Primitive Data Types, Part 1 Conda Environment and GitHub .mp4 |
35 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/3. Primitive & Non-Primitive Data Types, Part 2 Data Types in Jupyter Notebook .mp4 |
60.9 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/4. Numbers Integers and Floats .mp4 |
43.7 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/5. Text Strings and Bools .mp4 |
36.7 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/6. Collections Lists .mp4 |
43.3 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/7. Collections Dictionaries .mp4 |
132.1 MB |
| CBT Nuggets - Programming for Data Science/4. Explore Python Data Types for Data Science/8. Collections Tuples, and Sets .mp4 |
61.6 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/1. Introduction .mp4 |
44.6 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/2. Working with Variables .mp4 |
42.7 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/3. Leaving Comments .mp4 |
31.6 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/4. Working with Strings .mp4 |
96 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/5. String Formatting .mp4 |
33.7 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/6. Indexing .mp4 |
52.7 MB |
| CBT Nuggets - Programming for Data Science/5. Explore Strings and Sequences for Data Science/7. Slicing .mp4 |
59 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/1. Introduction .mp4 |
32.7 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/2. Python and Math .mp4 |
81.5 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/3. Math Operators .mp4 |
69.1 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/4. Boolean Values .mp4 |
30.7 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/5. Built-in Python Functions .mp4 |
77.6 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/6. Scientific Notation .mp4 |
46.1 MB |
| CBT Nuggets - Programming for Data Science/6. Explore Math Operators and LaTex for Data Science/7. LaTex for Equations and Formulas .mp4 |
59.3 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/1. Introduction .mp4 |
24 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/2. Comparison and Logical Operators .mp4 |
88.8 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/3. Writing Functions .mp4 |
74.4 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/4. If statements and Functions .mp4 |
80.1 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/5. Understanding Functions .mp4 |
71.3 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/6. Pseudocode .mp4 |
66.2 MB |
| CBT Nuggets - Programming for Data Science/7. Write Reusable Python Functions for Data Science/7. Asking for Input .mp4 |
67.2 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/1. Introduction - Loops to Automate Tasks .mp4 |
21.1 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/2. Functions Review .mp4 |
81.9 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/3. if Statements Part 1 .mp4 |
123.5 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/4. if Statements Part 2 .mp4 |
88.7 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/5. for Loops .mp4 |
58.4 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/6. while Loops .mp4 |
56.2 MB |
| CBT Nuggets - Programming for Data Science/8. Write Loops to Automate Tasks for Data Science/7. Challenge .mp4 |
112.7 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/1. Introduction Python Built-in Methods .mp4 |
46.9 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/2. List Review .mp4 |
107.1 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/3. List Methods .mp4 |
71.9 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/4. Dictionary Review .mp4 |
53.5 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/5. Dictionary Methods .mp4 |
53.5 MB |
| CBT Nuggets - Programming for Data Science/9. Use Python Built-In Methods for Data Science/6. Numpy and Pandas .mp4 |
95.4 MB |
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