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| File | Size |
|---|---|
| 01. Data Analysis Basics/01. Introducing Data Analysis/01. Making Better Decisions with Data Analysis.webm | 22.24 MB |
| 01. Data Analysis Basics/01. Introducing Data Analysis/02. Data is Everywhere.webm | 25.82 MB |
| 01. Data Analysis Basics/01. Introducing Data Analysis/03. Creating a Spreadsheet.webm | 17.91 MB |
| 01. Data Analysis Basics/01. Introducing Data Analysis/04. Getting Good Data is Hard.webm | 37.57 MB |
| 01. Data Analysis Basics/01. Introducing Data Analysis/Project Files/marathon_results_2017.csv | 4.00 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/01. Summarizing Data Maximum, Minimum, Range.webm | 17.91 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/02. Summarizing Data Mean, Median, Mode.webm | 9.26 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/03. Analyzing Data Spread.webm | 9.54 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/04. Is Our Data Normal.webm | 10.71 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/05. Visualizing Data.webm | 15.99 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/06. Charting Our Data Part 1.webm | 9.12 MB |
| 01. Data Analysis Basics/02. Getting to Know Your Data/07. Charting Our Data Part 2.webm | 12.63 MB |
| 01. Data Analysis Basics/03. The Data Analysis Process/01. Understanding Metrics.webm | 28.73 MB |
| 01. Data Analysis Basics/03. The Data Analysis Process/02. Defining Terms.webm | 20.44 MB |
| 01. Data Analysis Basics/03. The Data Analysis Process/03. Analyzing the Data.webm | 14.43 MB |
| 01. Data Analysis Basics/03. The Data Analysis Process/04. Presenting Your Findings.webm | 30.37 MB |
| 01. Data Analysis Basics/Data Analysis Basics.md | 3.91 kB |
| 02. Python Basics/01. Meet Python/01. Welcome.webm | 35.87 MB |
| 02. Python Basics/01. Meet Python/02. Running Scripts.webm | 14.24 MB |
| 02. Python Basics/01. Meet Python/03. The Python Shell.webm | 20.53 MB |
| 02. Python Basics/01. Meet Python/04. Syntax and Errors.webm | 23.06 MB |
| 02. Python Basics/01. Meet Python/05. Variables.webm | 20.28 MB |
| 02. Python Basics/01. Meet Python/06. Code Challenges.md | 908.00 B |
| 02. Python Basics/01. Meet Python/07. Input and Coding Style.webm | 25.83 MB |
| 02. Python Basics/02. Types and Branching/01. Numeric.webm | 27.06 MB |
| 02. Python Basics/02. Types and Branching/02. Strings and Operators.webm | 14.02 MB |
| 02. Python Basics/02. Types and Branching/03. String Methods.webm | 13.39 MB |
| 02. Python Basics/02. Types and Branching/04. Booleans.webm | 17.58 MB |
| 02. Python Basics/02. Types and Branching/05. If, Else and Elif.webm | 22.88 MB |
| 02. Python Basics/02. Types and Branching/06. Comparisons.webm | 25.42 MB |
| 02. Python Basics/03. Functions and Looping/01. Functions.webm | 30.28 MB |
| 02. Python Basics/03. Functions and Looping/02. Returning Values.webm | 24.82 MB |
| 02. Python Basics/03. Functions and Looping/03. Expecting Exceptions.webm | 18.57 MB |
| 02. Python Basics/03. Functions and Looping/04. Raising Exceptions.webm | 15.95 MB |
| 02. Python Basics/03. Functions and Looping/05. While Loops.webm | 24.61 MB |
| 02. Python Basics/03. Functions and Looping/06. For Loops.webm | 11.23 MB |
| 02. Python Basics/04. All Together Now/01. The Project.webm | 17.47 MB |
| 02. Python Basics/04. All Together Now/02. Gather Information.webm | 12.63 MB |
| 02. Python Basics/04. All Together Now/03. Branch and Loop.webm | 19.29 MB |
| 02. Python Basics/04. All Together Now/04. Handle Exceptions.webm | 19.96 MB |
| 02. Python Basics/04. All Together Now/05. Cleaner Code Through Refactoring.webm | 21.10 MB |
| 02. Python Basics/04. All Together Now/06. Wrapping Up.webm | 18.82 MB |
| 02. Python Basics/Python Basics.md | 5.63 kB |
| 03. Introducing Lists/01. Meet Lists/01. Welcome.webm | 16.24 MB |
| 03. Introducing Lists/01. Meet Lists/02. Creation.webm | 10.18 MB |
| 03. Introducing Lists/01. Meet Lists/03. Addition.webm | 13.26 MB |
| 03. Introducing Lists/01. Meet Lists/04. Indexing.webm | 31.57 MB |
| 03. Introducing Lists/01. Meet Lists/05. Deletion.webm | 14.60 MB |
| 03. Introducing Lists/02. Using Lists/01. Iteration.webm | 11.04 MB |
| 03. Introducing Lists/02. Using Lists/02. Mutability.webm | 14.51 MB |
| 03. Introducing Lists/02. Using Lists/03. Split and Join.webm | 13.41 MB |
| 03. Introducing Lists/02. Using Lists/04. Multidimensional Lists.webm | 14.17 MB |
| 03. Introducing Lists/03. Build an Application/01. The Application.webm | 18.62 MB |
| 03. Introducing Lists/03. Build an Application/02. Add Items.webm | 10.15 MB |
| 03. Introducing Lists/03. Build an Application/03. Display the List.webm | 13.87 MB |
| 03. Introducing Lists/03. Build an Application/04. Wrap Up.webm | 6.09 MB |
| 03. Introducing Lists/Introducing Lists.md | 3.54 kB |
| 04. Introducing Dictionaries/01. Introducing Dictionaries/01. What is a dictionary.webm | 15.55 MB |
| 04. Introducing Dictionaries/01. Introducing Dictionaries/02. Dictionary Syntax and KeyValue Pairs.webm | 12.19 MB |
| 04. Introducing Dictionaries/01. Introducing Dictionaries/03. Accessing Keys and Values.webm | 6.29 MB |
| 04. Introducing Dictionaries/01. Introducing Dictionaries/04. Update and Mutate Dictionaries.webm | 6.29 MB |
| 04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/01. Iterate over Dictionaries.webm | 6.28 MB |
| 04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/02. Packing with Dictionaries.webm | 6.16 MB |
| 04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/03. Unpacking with Dictionaries.md | 1.16 kB |
| 04. Introducing Dictionaries/Introducing Dictionaries.md | 2.89 kB |
| 05. Python Sequences/01. Sequence Iteration/01. Lets Chat About Sequences.webm | 11.60 MB |
| 05. Python Sequences/01. Sequence Iteration/02. Iterating with Basic For Loops.webm | 8.72 MB |
| 05. Python Sequences/01. Sequence Iteration/03. Iterating with Enumerate.webm | 7.08 MB |
| 05. Python Sequences/01. Sequence Iteration/04. Iterating with Ranges.webm | 6.38 MB |
| 05. Python Sequences/02. Sequence Operations/01. Sequence Operations.webm | 7.81 MB |
| 05. Python Sequences/02. Sequence Operations/02. Slices.webm | 6.99 MB |
| 05. Python Sequences/02. Sequence Operations/03. Len, Min, and Max.webm | 4.42 MB |
| 05. Python Sequences/02. Sequence Operations/04. Membership Testing.webm | 4.12 MB |
| 05. Python Sequences/02. Sequence Operations/05. Count and Index.webm | 6.86 MB |
| 05. Python Sequences/02. Sequence Operations/06. Code Samples Membership Testing, Count, and Index.md | 1.19 kB |
| 05. Python Sequences/02. Sequence Operations/07. Concatenation and Multiplication.webm | 4.42 MB |
| 05. Python Sequences/02. Sequence Operations/08. Sequence Operations Cheat Sheet.md | 2.70 kB |
| 05. Python Sequences/Python Sequences.md | 3.48 kB |
| 06. Functions, Packing, and Unpacking/01. Introduction to Functions/01. Recap of Functions.webm | 11.44 MB |
| 06. Functions, Packing, and Unpacking/01. Introduction to Functions/02. Defining a Function.webm | 3.93 MB |
| 06. Functions, Packing, and Unpacking/01. Introduction to Functions/03. Calling a Function.webm | 3.11 MB |
| 06. Functions, Packing, and Unpacking/01. Introduction to Functions/04. Lets Talk About Scope.webm | 10.96 MB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/01. Moving Forward.webm | 4.88 MB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/02. Functions Recap and Cheat Sheet.md | 1.38 kB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/03. All About Returns.webm | 8.22 MB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/04. Arguments and Parameters.webm | 6.65 MB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/05. Function Gotchas.md | 1.56 kB |
| 06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/06. Multiple Arguments and Parameters.webm | 5.99 MB |
| 06. Functions, Packing, and Unpacking/03. Packing and Unpacking/01. Packing.webm | 13.49 MB |
| 06. Functions, Packing, and Unpacking/03. Packing and Unpacking/02. Packing, a Practical Example.webm | 5.36 MB |
| 06. Functions, Packing, and Unpacking/03. Packing and Unpacking/03. Unpacking.webm | 4.50 MB |
| 06. Functions, Packing, and Unpacking/03. Packing and Unpacking/04. Unpacking, a Practical Example.webm | 5.00 MB |
| 06. Functions, Packing, and Unpacking/Functions, Packing, and Unpacking.md | 4.17 kB |
| 07. Introducing Tuples/Getting to Know Tuples/01. Introducing Tuples.webm | 7.81 MB |
| 07. Introducing Tuples/Getting to Know Tuples/02. Recap.webm | 8.99 MB |
| 07. Introducing Tuples/Getting to Know Tuples/03. Tuples vs. Lists.md | 2.06 kB |
| 07. Introducing Tuples/Getting to Know Tuples/04. Tuple Syntax.md | 2.58 kB |
| 07. Introducing Tuples/Introducing Tuples.md | 1.83 kB |
| 08. Object-Oriented Python/01. Instant Objects/01. What Are Objects And Classes.webm | 29.96 MB |
| 08. Object-Oriented Python/01. Instant Objects/02. Lets Make a Class!.webm | 7.62 MB |
| 08. Object-Oriented Python/01. Instant Objects/03. Methods.webm | 14.04 MB |
| 08. Object-Oriented Python/01. Instant Objects/04. Method Arguments.webm | 13.49 MB |
| 08. Object-Oriented Python/01. Instant Objects/05. Design.webm | 31.53 MB |
| 08. Object-Oriented Python/01. Instant Objects/Project Files/Object-Oriented+Python+2.zip | 130.13 kB |
| 08. Object-Oriented Python/02. Inheritance/01. Complex Relationships.webm | 18.73 MB |
| 08. Object-Oriented Python/02. Inheritance/02. Super-Duper!.webm | 16.84 MB |
| 08. Object-Oriented Python/02. Inheritance/03. Multiple Superclasses.webm | 31.27 MB |
| 08. Object-Oriented Python/02. Inheritance/04. Family Tree.webm | 20.08 MB |
| 08. Object-Oriented Python/02. Inheritance/Project Files/Object-Oriented+Python+2.zip | 130.13 kB |
| 08. Object-Oriented Python/03. Advanced Objects/01. Controlling Conversion.webm | 19.70 MB |
| 08. Object-Oriented Python/03. Advanced Objects/02. Math.webm | 13.95 MB |
| 08. Object-Oriented Python/03. Advanced Objects/03. Emulating Built-ins.webm | 24.24 MB |
| 08. Object-Oriented Python/03. Advanced Objects/04. Subclassing Built-ins.webm | 28.47 MB |
| 08. Object-Oriented Python/03. Advanced Objects/05. Constructicons.webm | 19.30 MB |
| 08. Object-Oriented Python/03. Advanced Objects/06. Special Methods.webm | 19.91 MB |
| 08. Object-Oriented Python/03. Advanced Objects/Project Files/Object-Oriented+Python+2.zip | 130.13 kB |
| 08. Object-Oriented Python/04. Dice Roller/01. Project Breakdown.webm | 17.06 MB |
| 08. Object-Oriented Python/04. Dice Roller/02. Comparing and Combining Dice.webm | 17.75 MB |
| 08. Object-Oriented Python/04. Dice Roller/03. Giving a Hand.webm | 19.73 MB |
| 08. Object-Oriented Python/04. Dice Roller/04. Yatzy Scoring.webm | 14.14 MB |
| 08. Object-Oriented Python/04. Dice Roller/05. Where to Now.webm | 15.72 MB |
| 08. Object-Oriented Python/04. Dice Roller/Project Files/Object-Oriented+Python+2.zip | 130.13 kB |
| 08. Object-Oriented Python/Object-Oriented Python.md | 7.13 kB |
| 09. Learning SQL/Learning SQL.md | 495.00 B |
| 10. Introduction to Anaconda/01. What is Anaconda and why use it.webm | 21.77 MB |
| 10. Introduction to Anaconda/02. Installing Anaconda.webm | 17.66 MB |
| 10. Introduction to Anaconda/03. Using conda to Install Packages.webm | 9.35 MB |
| 10. Introduction to Anaconda/04. miniconda.webm | 20.41 MB |
| 10. Introduction to Anaconda/Introduction to Anaconda.md | 1.13 kB |
| 11. Jupyter Notebooks/01. Installation and Creating Your First Notebook.webm | 17.66 MB |
| 11. Jupyter Notebooks/02. Running Code in Cells.webm | 12.40 MB |
| 11. Jupyter Notebooks/03. Graphs and Charts.webm | 25.31 MB |
| 11. Jupyter Notebooks/04. Other Languages.webm | 20.20 MB |
| 11. Jupyter Notebooks/Jupyter Notebooks.md | 1.24 kB |
| 12. Introduction to NumPy/01. Meet NumPy/01. Welcome.webm | 46.30 MB |
| 12. Introduction to NumPy/01. Meet NumPy/02. Getting Setup.webm | 17.49 MB |
| 12. Introduction to NumPy/01. Meet NumPy/03. Introducing Arrays.webm | 38.46 MB |
| 12. Introduction to NumPy/01. Meet NumPy/04. Creating the Study Log.webm | 29.11 MB |
| 12. Introduction to NumPy/01. Meet NumPy/05. Multidimensional Arrays.webm | 35.33 MB |
| 12. Introduction to NumPy/01. Meet NumPy/Project Files/python-intro-to-numpy.zip | 57.71 kB |
| 12. Introduction to NumPy/02. Array Organization/01. Indexing.webm | 48.99 MB |
| 12. Introduction to NumPy/02. Array Organization/02. Boolean Array Indexing.webm | 45.36 MB |
| 12. Introduction to NumPy/02. Array Organization/03. Slicing.webm | 28.20 MB |
| 12. Introduction to NumPy/02. Array Organization/04. Manipulation.webm | 43.46 MB |
| 12. Introduction to NumPy/02. Array Organization/Project Files/python-intro-to-numpy.zip | 57.71 kB |
| 12. Introduction to NumPy/03. Array Programming/01. New Way of Thinking.webm | 55.23 MB |
| 12. Introduction to NumPy/03. Array Programming/02. Universal Functions.webm | 42.94 MB |
| 12. Introduction to NumPy/03. Array Programming/03. Routines in Action.webm | 38.46 MB |
| 12. Introduction to NumPy/03. Array Programming/04. Plotting.webm | 38.74 MB |
| 12. Introduction to NumPy/03. Array Programming/05. No Problem.webm | 17.91 MB |
| 12. Introduction to NumPy/03. Array Programming/Project Files/python-intro-to-numpy.zip | 57.71 kB |
| 12. Introduction to NumPy/Introduction to NumPy.md | 4.41 kB |
| 13. Introduction to pandas/0. Meet pandas/0.Welcome.webm | 39.76 MB |
| 13. Introduction to pandas/0. Meet pandas/1.Meet Series.webm | 11.99 MB |
| 13. Introduction to pandas/0. Meet pandas/2.Vectorization and Broadcasting Review.webm | 13.69 MB |
| 13. Introduction to pandas/0. Meet pandas/3.Meet DataFrames.webm | 11.60 MB |
| 13. Introduction to pandas/0. Meet pandas/4.Onwards.webm | 4.77 MB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/About This Course.png | 300.66 kB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/Accessing a DataFrame.png | 718.01 kB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/Accessing a Series.png | 680.00 kB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/Creating a DataFrame.png | 465.05 kB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/Creating a Series.png | 511.47 kB |
| 13. Introduction to pandas/0. Meet pandas/Instruction/Series Vectorization and Broadcasting.png | 553.42 kB |
| 13. Introduction to pandas/0. Meet pandas/Project Files/python-introducing-pandas-1.2.0.zip | 88.32 kB |
| 13. Introduction to pandas/1. Exploring pandas/0.Importing Data.webm | 9.01 MB |
| 13. Introduction to pandas/1. Exploring pandas/1.Manipulation.webm | 5.47 MB |
| 13. Introduction to pandas/1. Exploring pandas/2.Combining DataFrames.webm | 8.95 MB |
| 13. Introduction to pandas/1. Exploring pandas/3.Until Next Time.webm | 13.71 MB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Combining DataFrames.png | 1.21 MB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Exploration Methods.png | 1.22 MB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Grouping.png | 945.93 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Handling Duplicated and Missing Data.png | 862.95 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Manipulating Text.png | 725.39 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Manipulation Techniques.png | 1.24 MB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #1 - Top Referrers.png | 393.99 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #2 - Update Users.png | 399.39 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Optional Challenge #3 - Verified Email List.png | 419.33 kB |
| 13. Introduction to pandas/1. Exploring pandas/Instruction/Selecting Data.png | 751.58 kB |
| 14. Preparing Data for Analysis/01. Understanding Cleaning Data/01. What Is Cleaning Data.webm | 16.69 MB |
| 14. Preparing Data for Analysis/01. Understanding Cleaning Data/02. Context.webm | 17.35 MB |
| 14. Preparing Data for Analysis/01. Understanding Cleaning Data/03. Bad Data Types.webm | 17.52 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/01. Cleaning A Spreadsheet.webm | 35.38 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/02. Cleaning A Spreadsheet Part 2.webm | 21.28 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/03. Cleaning A CSV.webm | 22.81 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/04. Cleaning A CSV Part 2.webm | 24.40 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/05. Cleaning A CSV Part 3.webm | 23.96 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/06. Cleaning A CSV Part 4.webm | 23.67 MB |
| 14. Preparing Data for Analysis/02. Data Cleaning/Project Files/preparing-data-for-analysis-student.zip | 38.00 kB |
| 14. Preparing Data for Analysis/Preparing Data for Analysis.md | 2.31 kB |
| 15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/01. Welcome to Matplotlib.webm | 13.19 MB |
| 15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/02. Getting Started with Charting.webm | 10.19 MB |
| 15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/03. The Legend of Charting.webm | 10.76 MB |
| 15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/04. Chart Types & Reasons to Use.webm | 18.92 MB |
| 15. Introduction to Data Visualization with Matplotlib/01. Getting Started with Data Visualization/Project Files/intro_matplotlib.zip | 265.59 kB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/01. Our Data Set - Flower Power.webm | 19.09 MB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/02. Scatter Plot.webm | 17.23 MB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/03. Histogram.webm | 18.01 MB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/04. Box Plot.webm | 14.64 MB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/05. Saving Your Work.webm | 12.02 MB |
| 15. Introduction to Data Visualization with Matplotlib/02. Chart Toppers/Project Files/intro_matplotlib.zip | 265.59 kB |
| 15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/01. Problem Discussion.webm | 13.14 MB |
| 15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/02. Decision Process.webm | 20.41 MB |
| 15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/03. Problem Summary and Presentation.webm | 8.88 MB |
| 15. Introduction to Data Visualization with Matplotlib/03. Data Eruption/Project Files/intro_matplotlib.zip | 265.59 kB |
| 15. Introduction to Data Visualization with Matplotlib/Introduction to Data Visualization with Matplotlib.md | 4.51 kB |
| 16. More Visualization/More Visualization.md | 1.01 kB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/01. What is Data Scraping.webm | 31.01 MB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/02. Web Page Anatomy.webm | 18.79 MB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/03. Beautiful Soup.webm | 27.18 MB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/04. More Soup in the Tureen.webm | 23.56 MB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/05. Being a Good Citizen.webm | 31.17 MB |
| 17. Scraping Data From the Web/01. Introducing Data Scraping/Project Files/scraping_data_from_the_web.zip | 37.26 kB |
| 17. Scraping Data From the Web/02. A World Full of Spiders/01. Everyone Loves Charlotte.webm | 27.89 MB |
| 17. Scraping Data From the Web/02. A World Full of Spiders/02. Installing Scrapy.webm | 11.90 MB |
| 17. Scraping Data From the Web/02. A World Full of Spiders/03. Crawling Spiders.webm | 19.59 MB |
| 17. Scraping Data From the Web/02. A World Full of Spiders/04. The Endless Web.webm | 38.37 MB |
| 17. Scraping Data From the Web/02. A World Full of Spiders/Project Files/scraping_data_from_the_web.zip | 37.26 kB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/01. An Intelligent Spider.webm | 19.85 MB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/02. Scraping APIs.webm | 22.92 MB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/03. Using Scrapers for Site Testing.webm | 22.21 MB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/04. Common Issues with Data Scraping.md | 1.67 kB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/05. Wrapping Up.webm | 7.32 MB |
| 17. Scraping Data From the Web/03. Additional Scraping Tasks/Project Files/scraping_data_from_the_web.zip | 37.26 kB |
| 17. Scraping Data From the Web/Scraping Data From the Web.md | 4.08 kB |
| 18. Data from APIs/01. Accessing an API with Python.webm | 32.28 MB |
| 18. Data from APIs/02. Gathering Weather Data.webm | 8.34 MB |
| 18. Data from APIs/03. Calling the API.webm | 25.47 MB |
| 18. Data from APIs/04. Saving the Data.webm | 22.30 MB |
| 18. Data from APIs/Data from APIs.md | 1.02 kB |
| 19. Introduction to Big Data/01. What is Big Data/01. Welcome.webm | 19.16 MB |
| 19. Introduction to Big Data/01. What is Big Data/02. Characteristics of Big Data.webm | 10.04 MB |
| 19. Introduction to Big Data/01. What is Big Data/03. The Importance of Big Data.webm | 22.77 MB |
| 19. Introduction to Big Data/01. What is Big Data/04. Exploring Our New Problems.webm | 41.33 MB |
| 19. Introduction to Big Data/02. Where and How is Big Data Used/01. Where is it Being Used.webm | 14.11 MB |
| 19. Introduction to Big Data/02. Where and How is Big Data Used/02. Types of Data.webm | 22.40 MB |
| 19. Introduction to Big Data/02. Where and How is Big Data Used/03. Domain Data Storage.webm | 34.58 MB |
| 19. Introduction to Big Data/02. Where and How is Big Data Used/04. Domain Computations.webm | 29.31 MB |
| 19. Introduction to Big Data/02. Where and How is Big Data Used/05. Domain Infrastructure.webm | 17.49 MB |
| 19. Introduction to Big Data/03. Big Data at Netflix/01. What Problems Does Netflix Have.webm | 29.49 MB |
| 19. Introduction to Big Data/03. Big Data at Netflix/02. How Does Netflix Apply Big Data Tools to Solve these Problems.webm | 17.38 MB |
| 19. Introduction to Big Data/03. Big Data at Netflix/03. Wrapping Up.webm | 27.63 MB |
| 19. Introduction to Big Data/Introduction to Big Data.md | 4.20 kB |
| 20. Machine Learning Basics/01. Introduction to Machine Learning/01. What is Machine Learning.webm | 22.40 MB |
| 20. Machine Learning Basics/01. Introduction to Machine Learning/02. Supervised and Unsupervised Learning.webm | 29.39 MB |
| 20. Machine Learning Basics/01. Introduction to Machine Learning/03. Machine Learning Frameworks.webm | 18.93 MB |
| 20. Machine Learning Basics/02. Machine Learning Vocabulary/01. Examples and Features.webm | 12.81 MB |
| 20. Machine Learning Basics/02. Machine Learning Vocabulary/02. Labels and Classifiers.webm | 10.90 MB |
| 20. Machine Learning Basics/03. Writing a Classifier/01. Installing scikit-learn using Anaconda.webm | 18.02 MB |
| 20. Machine Learning Basics/03. Writing a Classifier/02. Loading a Dataset.webm | 14.41 MB |
| 20. Machine Learning Basics/03. Writing a Classifier/03. Making Predictions with a Classifier.webm | 11.34 MB |
| 20. Machine Learning Basics/03. Writing a Classifier/04. Machine Learning Review.webm | 7.79 MB |
| 20. Machine Learning Basics/03. Writing a Classifier/Project Files/ML-machine-learning-basics.zip | 614.00 B |
| 20. Machine Learning Basics/Machine Learning Basics.md | 3.36 kB |
| Beginning Data Science.md | 6.65 kB |
| Common Issues with Data Scraping/Common Issues with Data Scraping.md | 1.67 kB |
| README.txt | 2.25 kB |
| TeamTreehouse - Beginning Data Science (Track) [Thomas].jpg | 157.26 kB |
| TeamTreehouse - Beginning Data Science (Track) [Thomas].png | 1.02 MB |
Course included
├── 01. Data Analysis Basics
├── 02. Python Basics
├── 03. Introducing Lists
├── 04. Introducing Dictionaries
├── 05. Python Sequences
├── 06. Functions, Packing, and Unpacking
├── 07. Introducing Tuples
├── 08. Object-Oriented Python
├── 09. Learning SQL
├── 10. Introduction to Anaconda
├── 11. Jupyter Notebooks
├── 12. Introduction to NumPy
├── 13. Introduction to pandas
├── 14. Preparing Data for Analysis
├── 15. Introduction to Data Visualization with Matplotlib
├── 16. More Visualization
├── 17. Scraping Data From the Web
├── 18. Data from APIs
├── 19. Introduction to Big Data
├── 20. Machine Learning Basics
├── Beginning Data Science.md
├── Common Issues with Data Scraping
├── README.txt
├── TeamTreehouse - Beginning Data Science (Track) [Thomas].jpg
└── TeamTreehouse - Beginning Data Science (Track) [Thomas].png
Please Seed ~