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TeamTreehouse - Beginning Data Science (Track) [Thomas]

TORRENT SUMMARY

	Status:	All the torrents in this section have been verified by our verification system
Category:	Other
Infohash	92330ee65359c4e5c2d49c0f2a8690839026e516
Size:	3.5 GB in 99 files
Release Date(s):	Torrent Release: 30-07-2022 by user
Swarm:	0 Seeds & 0 Peers
Vote:	No votes yet.

DESCRIPTION

TeamTreehouse - Beginning Data Science (Track) [Thomas]

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

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FILE LIST

Filename		Size
	01. Data Analysis Basics/01. Introducing Data Analysis/01. Making Better Decisions with Data Analysis.webm	22.2 MB
	01. Data Analysis Basics/01. Introducing Data Analysis/02. Data is Everywhere.webm	25.8 MB
	01. Data Analysis Basics/01. Introducing Data Analysis/03. Creating a Spreadsheet.webm	17.9 MB
	01. Data Analysis Basics/01. Introducing Data Analysis/04. Getting Good Data is Hard.webm	37.6 MB
	01. Data Analysis Basics/01. Introducing Data Analysis/Project Files/marathon_results_2017.csv	4 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/01. Summarizing Data Maximum, Minimum, Range.webm	17.9 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/02. Summarizing Data Mean, Median, Mode.webm	9.3 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/03. Analyzing Data Spread.webm	9.5 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/04. Is Our Data Normal.webm	10.7 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/05. Visualizing Data.webm	16 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/06. Charting Our Data Part 1.webm	9.1 MB
	01. Data Analysis Basics/02. Getting to Know Your Data/07. Charting Our Data Part 2.webm	12.6 MB
	01. Data Analysis Basics/03. The Data Analysis Process/01. Understanding Metrics.webm	28.7 MB
	01. Data Analysis Basics/03. The Data Analysis Process/02. Defining Terms.webm	20.4 MB
	01. Data Analysis Basics/03. The Data Analysis Process/03. Analyzing the Data.webm	14.4 MB
	01. Data Analysis Basics/03. The Data Analysis Process/04. Presenting Your Findings.webm	30.4 MB
	01. Data Analysis Basics/Data Analysis Basics.md	3.9 KB
	02. Python Basics/01. Meet Python/01. Welcome.webm	35.9 MB
	02. Python Basics/01. Meet Python/02. Running Scripts.webm	14.2 MB
	02. Python Basics/01. Meet Python/03. The Python Shell.webm	20.5 MB
	02. Python Basics/01. Meet Python/04. Syntax and Errors.webm	23.1 MB
	02. Python Basics/01. Meet Python/05. Variables.webm	20.3 MB
	02. Python Basics/01. Meet Python/06. Code Challenges.md	908 B
	02. Python Basics/01. Meet Python/07. Input and Coding Style.webm	25.8 MB
	02. Python Basics/02. Types and Branching/01. Numeric.webm	27.1 MB
	02. Python Basics/02. Types and Branching/02. Strings and Operators.webm	14 MB
	02. Python Basics/02. Types and Branching/03. String Methods.webm	13.4 MB
	02. Python Basics/02. Types and Branching/04. Booleans.webm	17.6 MB
	02. Python Basics/02. Types and Branching/05. If, Else and Elif.webm	22.9 MB
	02. Python Basics/02. Types and Branching/06. Comparisons.webm	25.4 MB
	02. Python Basics/03. Functions and Looping/01. Functions.webm	30.3 MB
	02. Python Basics/03. Functions and Looping/02. Returning Values.webm	24.8 MB
	02. Python Basics/03. Functions and Looping/03. Expecting Exceptions.webm	18.6 MB
	02. Python Basics/03. Functions and Looping/04. Raising Exceptions.webm	16 MB
	02. Python Basics/03. Functions and Looping/05. While Loops.webm	24.6 MB
	02. Python Basics/03. Functions and Looping/06. For Loops.webm	11.2 MB
	02. Python Basics/04. All Together Now/01. The Project.webm	17.5 MB
	02. Python Basics/04. All Together Now/02. Gather Information.webm	12.6 MB
	02. Python Basics/04. All Together Now/03. Branch and Loop.webm	19.3 MB
	02. Python Basics/04. All Together Now/04. Handle Exceptions.webm	20 MB
	02. Python Basics/04. All Together Now/05. Cleaner Code Through Refactoring.webm	21.1 MB
	02. Python Basics/04. All Together Now/06. Wrapping Up.webm	18.8 MB
	02. Python Basics/Python Basics.md	5.6 KB
	03. Introducing Lists/01. Meet Lists/01. Welcome.webm	16.2 MB
	03. Introducing Lists/01. Meet Lists/02. Creation.webm	10.2 MB
	03. Introducing Lists/01. Meet Lists/03. Addition.webm	13.3 MB
	03. Introducing Lists/01. Meet Lists/04. Indexing.webm	31.6 MB
	03. Introducing Lists/01. Meet Lists/05. Deletion.webm	14.6 MB
	03. Introducing Lists/02. Using Lists/01. Iteration.webm	11 MB
	03. Introducing Lists/02. Using Lists/02. Mutability.webm	14.5 MB
	03. Introducing Lists/02. Using Lists/03. Split and Join.webm	13.4 MB
	03. Introducing Lists/02. Using Lists/04. Multidimensional Lists.webm	14.2 MB
	03. Introducing Lists/03. Build an Application/01. The Application.webm	18.6 MB
	03. Introducing Lists/03. Build an Application/02. Add Items.webm	10.1 MB
	03. Introducing Lists/03. Build an Application/03. Display the List.webm	13.9 MB
	03. Introducing Lists/03. Build an Application/04. Wrap Up.webm	6.1 MB
	03. Introducing Lists/Introducing Lists.md	3.5 KB
	04. Introducing Dictionaries/01. Introducing Dictionaries/01. What is a dictionary.webm	15.6 MB
	04. Introducing Dictionaries/01. Introducing Dictionaries/02. Dictionary Syntax and KeyValue Pairs.webm	12.2 MB
	04. Introducing Dictionaries/01. Introducing Dictionaries/03. Accessing Keys and Values.webm	6.3 MB
	04. Introducing Dictionaries/01. Introducing Dictionaries/04. Update and Mutate Dictionaries.webm	6.3 MB
	04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/01. Iterate over Dictionaries.webm	6.3 MB
	04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/02. Packing with Dictionaries.webm	6.2 MB
	04. Introducing Dictionaries/02. Iterating and Packing with Dictionaries/03. Unpacking with Dictionaries.md	1.2 KB
	04. Introducing Dictionaries/Introducing Dictionaries.md	2.9 KB
	05. Python Sequences/01. Sequence Iteration/01. Lets Chat About Sequences.webm	11.6 MB
	05. Python Sequences/01. Sequence Iteration/02. Iterating with Basic For Loops.webm	8.7 MB
	05. Python Sequences/01. Sequence Iteration/03. Iterating with Enumerate.webm	7.1 MB
	05. Python Sequences/01. Sequence Iteration/04. Iterating with Ranges.webm	6.4 MB
	05. Python Sequences/02. Sequence Operations/01. Sequence Operations.webm	7.8 MB
	05. Python Sequences/02. Sequence Operations/02. Slices.webm	7 MB
	05. Python Sequences/02. Sequence Operations/03. Len, Min, and Max.webm	4.4 MB
	05. Python Sequences/02. Sequence Operations/04. Membership Testing.webm	4.1 MB
	05. Python Sequences/02. Sequence Operations/05. Count and Index.webm	6.9 MB
	05. Python Sequences/02. Sequence Operations/06. Code Samples Membership Testing, Count, and Index.md	1.2 KB
	05. Python Sequences/02. Sequence Operations/07. Concatenation and Multiplication.webm	4.4 MB
	05. Python Sequences/02. Sequence Operations/08. Sequence Operations Cheat Sheet.md	2.7 KB
	05. Python Sequences/Python Sequences.md	3.5 KB
	06. Functions, Packing, and Unpacking/01. Introduction to Functions/01. Recap of Functions.webm	11.4 MB
	06. Functions, Packing, and Unpacking/01. Introduction to Functions/02. Defining a Function.webm	3.9 MB
	06. Functions, Packing, and Unpacking/01. Introduction to Functions/03. Calling a Function.webm	3.1 MB
	06. Functions, Packing, and Unpacking/01. Introduction to Functions/04. Lets Talk About Scope.webm	11 MB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/01. Moving Forward.webm	4.9 MB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/02. Functions Recap and Cheat Sheet.md	1.4 KB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/03. All About Returns.webm	8.2 MB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/04. Arguments and Parameters.webm	6.7 MB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/05. Function Gotchas.md	1.6 KB
	06. Functions, Packing, and Unpacking/02. Getting Info In and Out of Functions/06. Multiple Arguments and Parameters.webm	6 MB
	06. Functions, Packing, and Unpacking/03. Packing and Unpacking/01. Packing.webm	13.5 MB
	06. Functions, Packing, and Unpacking/03. Packing and Unpacking/02. Packing, a Practical Example.webm	5.4 MB
	06. Functions, Packing, and Unpacking/03. Packing and Unpacking/03. Unpacking.webm	4.5 MB
	06. Functions, Packing, and Unpacking/03. Packing and Unpacking/04. Unpacking, a Practical Example.webm	5 MB
	06. Functions, Packing, and Unpacking/Functions, Packing, and Unpacking.md	4.2 KB
	07. Introducing Tuples/Getting to Know Tuples/01. Introducing Tuples.webm	7.8 MB
	07. Introducing Tuples/Introducing Tuples.md	1.8 KB
	12. Introduction to NumPy/03. Array Programming/01. New Way of Thinking.webm	55.2 MB
	README.txt	2.2 KB
	TeamTreehouse - Beginning Data Science (Track) [Thomas].jpg	157.3 KB
	TeamTreehouse - Beginning Data Science (Track) [Thomas].png	1 MB

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