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CBT Nuggets Programming for Data Science

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CBT Nuggets Programming for Data Science

CBT Nuggets Programming for Data Science

CBT Nuggets Programming for Data Science

Language:

English

Category:

Other

Size:

12.2 GB

Added:

Oct. 22, 2023, 6:47 a.m.

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Files:

1. Explore Data Science Domains and Roles .mp4 24.1 MB
2. What is Data Science .mp4 95.4 MB
3. Data Science Tools .mp4 102.3 MB
4. Data Science Development Environments .mp4 83.6 MB
5. What is Anaconda .mp4 48.4 MB
6. Data Science Roles .mp4 43.4 MB
7. The Data Science Roadmap .mp4 61.1 MB
1. Introduction .mp4 125.1 MB
2. Programming Styles .mp4 123.8 MB
3. Python Class Objects .mp4 169.4 MB
4. EDA Dimensions .mp4 66.5 MB
5. EDA Summary Statistics .mp4 74.5 MB
6. EDA Complete with Histograms .mp4 60.2 MB
1. Introduction .mp4 75.4 MB
2. What is Pandas Part 1 .mp4 79.1 MB
3. What is Pandas Part 2 .mp4 71.6 MB
4. EDA (Exploratory Data Analysis) .mp4 85.6 MB
5. Clean and Manipulate Data .mp4 96.4 MB
6. Data Visualization with Pandas (it does that also!) .mp4 103.3 MB
1. Introduction -3.mp4 99.7 MB
2. What is Numpy .mp4 52.9 MB
3. Numpy Vs Pandas .mp4 95.0 MB
4. Creating and Manipulating Arrays .mp4 63.2 MB
5. Array Operations, Array Methods and Functions .mp4 67.6 MB
1. Introduction .mp4 36.1 MB
2. What is Matplotlib .mp4 161.5 MB
3. Fields in the dataset from Kaggle .mp4 155.4 MB
4. Customizing Plots .mp4 80.0 MB
1. Introduction -3.mp4 69.4 MB
2. Matplotlib vs Seaborn .mp4 149.4 MB
3. Plotting with Seaborn .mp4 92.9 MB
4. Customizing Plots .mp4 82.1 MB
5. Real-world Notebook .mp4 22.0 MB
1. Introduction .mp4 26.9 MB
2. How the Internet Works .mp4 39.2 MB
3. Visual Studio Code .mp4 97.0 MB
4. HTML .mp4 45.7 MB
5. CSS .mp4 53.3 MB
6. Web Scraping with BeautifulSoup .mp4 148.9 MB
1. Introduction .mp4 55.1 MB
2. What is BeautifulSoup .mp4 34.0 MB
3. The find() Method Part 1 .mp4 91.8 MB
4. The find() Method Part 2 .mp4 129.4 MB
5. The find_all() Method Part 1 .mp4 135.7 MB
6. The find_all() Method Part 2 .mp4 82.3 MB
1. Introduction -2.mp4 38.4 MB
2. What is Git .mp4 61.2 MB
3. What is GitHub .mp4 62.0 MB
4. Create an Online Repo and Push Your Code to GitHub .mp4 84.8 MB
5. Hosting Datasets for use in Jupyter Notebook .mp4 94.0 MB
6. Challenge .mp4 28.9 MB
1. Introduction .mp4 133.0 MB
2. What are Data Structures .mp4 85.2 MB
3. Python Basic Data Structure Limitations .mp4 124.7 MB
4. Data Structures Deep Dive .mp4 141.5 MB
5. Social Network Analysis Use Case .mp4 118.3 MB
1. Introduction - Programming for Data Science CBT Nuggets-3.mp4 144.0 MB
2. Complexity Analysis and Memory .mp4 93.5 MB
3. Algorithm Comparison .mp4 121.9 MB
4. Pandas Data Types .mp4 210.6 MB
1. Introduction .mp4 170.8 MB
2. What is a command-line, terminal, and Shell .mp4 137.4 MB
3. macOS Terminal, Git for Windows, and Linux Emulators .mp4 80.9 MB
4. Basic Linux Commands .mp4 105.6 MB
5. Create Projects and Workflows .mp4 83.0 MB
1. Introduction .mp4 131.8 MB
2. Big O Notation .mp4 57.4 MB
3. Big O Notation and Time Complexity Visualization .mp4 57.1 MB
4. Quadratic time .mp4 38.2 MB
5. Factorial time .mp4 132.6 MB
6. Coffee Shop Complexity .mp4 109.6 MB
1. Introduction -3.mp4 193.7 MB
2. What is R and Why Should I Learn it in 2023 .mp4 167.8 MB
3. Getting Started with R and Google Colab .mp4 176.8 MB
4. R Data Types .mp4 101.0 MB
1. Introduction .mp4 117.7 MB
2. R and Python Data Structures Part 1 Vectors .mp4 57.2 MB
3. R and Python Data Structures Part 2 Arrays and Lists .mp4 40.5 MB
4. R and Python Data Structures Part 3 Data Frames .mp4 30.8 MB
5. Operations and Calculations .mp4 59.3 MB
6. Matrix Calculations .mp4 76.2 MB
7. Data Exploration .mp4 133.4 MB
1. Introduction .mp4 19.1 MB
2. Load and Prepare the Dataset (EDA light) .mp4 104.5 MB
3. Perform Exploratory Data Analysis (EDA) Part II .mp4 116.1 MB
4. Perform Exploratory Data Analysis (EDA) Part I .mp4 76.3 MB
5. Challenge .mp4 74.7 MB
1. Introduction.mp4 71.6 MB
2. What is AI.mp4 131.1 MB
3. OpenAI GPT-3 Language Models.mp4 67.4 MB
4. What is ChatGPT and How Does it Work Under the Hood.mp4 35.4 MB
5. Prompts and Completions.mp4 185.4 MB
1. Introduction.mp4 82.9 MB
2. Bare Bones Completion.mp4 102.6 MB
3. API Authentication.mp4 45.3 MB
4. Creating a Completion.mp4 114.6 MB
5. Time Complexity.mp4 71.8 MB
6. Bonus Use Case White Paper Summarization.mp4 78.8 MB
1. Introduction .mp4 98.3 MB
2. What is Streamlit .mp4 81.2 MB
3. What is Streamlit Community Cloud .mp4 32.3 MB
4. Designing an AI Web App .mp4 78.5 MB
5. HungryBear Non-production Code .mp4 110.6 MB
6. HungryBear Production Code Part 1 .mp4 64.0 MB
7. HungryBear Production Code Part 2 .mp4 133.3 MB
1. Introduction .mp4 37.3 MB
2. Install Anaconda macOS .mp4 64.0 MB
3. Install Anaconda Windows .mp4 29.0 MB
4. Virtual Environments with Conda .mp4 50.6 MB
5. Install Jupyter Notebook .mp4 64.3 MB
6. Starting a Jupyter Notebook and Session .mp4 66.4 MB
7. Closing a Jupyter Notebook Session .mp4 13.6 MB
8. Explore Visual Code for Data Science .mp4 45.9 MB
1. Introduction -3.mp4 24.9 MB
2. Primitive & Non-Primitive Data Types, Part 1 Conda Environment and GitHub .mp4 35.0 MB
3. Primitive & Non-Primitive Data Types, Part 2 Data Types in Jupyter Notebook .mp4 60.9 MB
4. Numbers Integers and Floats .mp4 43.7 MB
5. Text Strings and Bools .mp4 36.7 MB
6. Collections Lists .mp4 43.3 MB
7. Collections Dictionaries .mp4 132.1 MB
8. Collections Tuples, and Sets .mp4 61.6 MB
1. Introduction .mp4 44.6 MB
2. Working with Variables .mp4 42.7 MB
3. Leaving Comments .mp4 31.6 MB
4. Working with Strings .mp4 96.0 MB
5. String Formatting .mp4 33.7 MB
6. Indexing .mp4 52.7 MB
7. Slicing .mp4 59.0 MB
1. Introduction .mp4 32.7 MB
2. Python and Math .mp4 81.5 MB
3. Math Operators .mp4 69.1 MB
4. Boolean Values .mp4 30.7 MB
5. Built-in Python Functions .mp4 77.6 MB
6. Scientific Notation .mp4 46.1 MB
7. LaTex for Equations and Formulas .mp4 59.3 MB
1. Introduction .mp4 24.0 MB
2. Comparison and Logical Operators .mp4 88.8 MB
3. Writing Functions .mp4 74.4 MB
4. If statements and Functions .mp4 80.1 MB
5. Understanding Functions .mp4 71.3 MB
6. Pseudocode .mp4 66.2 MB
7. Asking for Input .mp4 67.2 MB
1. Introduction - Loops to Automate Tasks .mp4 21.1 MB
2. Functions Review .mp4 81.9 MB
3. if Statements Part 1 .mp4 123.5 MB
4. if Statements Part 2 .mp4 88.7 MB
5. for Loops .mp4 58.4 MB
6. while Loops .mp4 56.2 MB
7. Challenge .mp4 112.7 MB
1. Introduction Python Built-in Methods .mp4 46.9 MB
2. List Review .mp4 107.1 MB
3. List Methods .mp4 71.9 MB
4. Dictionary Review .mp4 53.5 MB
5. Dictionary Methods .mp4 53.5 MB
6. Numpy and Pandas .mp4 95.4 MB

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