01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course.mp4
13.1 MB
01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course__en.srt
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01 - Part 1_ Introduction/002 What Does the Course Cover.mp4
49.7 MB
01 - Part 1_ Introduction/002 What Does the Course Cover__en.srt
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01 - Part 1_ Introduction/003 Download All Resources and Important FAQ.html
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01 - Part 1_ Introduction/16507136-FAQ-The-Data-Science-Course.pdf
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01 - Part 1_ Introduction/external-assets-links.txt
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02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4
54.7 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many___en.srt
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02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics.mp4
8 MB
02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics__en.srt
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02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction.mp4
50 MB
02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction__en.srt
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02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI.mp4
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02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI__en.srt
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02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic.mp4
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02 - The Field of Data Science - The Various Data Science Disciplines/13075156-365-DataScience-Diagram.pdf
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02 - The Field of Data Science - The Various Data Science Disciplines/13075162-365-DataScience-Diagram.pdf
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02 - The Field of Data Science - The Various Data Science Disciplines/13075166-365-DataScience.png
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02 - The Field of Data Science - The Various Data Science Disciplines/13075168-365-DataScience.png
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03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4
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03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML__en.srt
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04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines.mp4
12.4 MB
04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4
105.5 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data.mp4
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05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4
60.5 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data.mp4
4.2 MB
05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques.mp4
51.3 MB
05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI).mp4
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05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI)__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4
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05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods.mp4
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05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques.mp4
47.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4
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05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning__en.srt
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05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML).mp4
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05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML)__en.srt
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06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.mp4
19.5 MB
06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science__en.srt
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07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for.mp4
9.5 MB
07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for__en.srt
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08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4
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08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions__en.srt
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09 - Part 2_ Probability/001 The Basic Probability Formula.mp4
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09 - Part 2_ Probability/001 The Basic Probability Formula__en.srt
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09 - Part 2_ Probability/002 Computing Expected Values.mp4
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09 - Part 2_ Probability/002 Computing Expected Values__en.srt
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09 - Part 2_ Probability/003 Frequency.mp4
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09 - Part 2_ Probability/003 Frequency__en.srt
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09 - Part 2_ Probability/004 Events and Their Complements.mp4
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09 - Part 2_ Probability/004 Events and Their Complements__en.srt
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09 - Part 2_ Probability/17431614-Course-Notes-Basic-Probability.pdf
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10 - Probability - Combinatorics/001 Fundamentals of Combinatorics.mp4
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10 - Probability - Combinatorics/001 Fundamentals of Combinatorics__en.srt
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10 - Probability - Combinatorics/002 Permutations and How to Use Them.mp4
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10 - Probability - Combinatorics/002 Permutations and How to Use Them__en.srt
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10 - Probability - Combinatorics/003 Simple Operations with Factorials.mp4
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10 - Probability - Combinatorics/003 Simple Operations with Factorials__en.srt
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10 - Probability - Combinatorics/004 Solving Variations with Repetition.mp4
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10 - Probability - Combinatorics/004 Solving Variations with Repetition__en.srt
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10 - Probability - Combinatorics/005 Solving Variations without Repetition.mp4
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10 - Probability - Combinatorics/006 Solving Combinations.mp4
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10 - Probability - Combinatorics/007 Symmetry of Combinations.mp4
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10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces.mp4
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10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces__en.srt
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10 - Probability - Combinatorics/009 Combinatorics in Real-Life_ The Lottery.mp4
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10 - Probability - Combinatorics/009 Combinatorics in Real-Life_ The Lottery__en.srt
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10 - Probability - Combinatorics/010 A Recap of Combinatorics.mp4
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10 - Probability - Combinatorics/010 A Recap of Combinatorics__en.srt
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10 - Probability - Combinatorics/011 A Practical Example of Combinatorics.mp4
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10 - Probability - Combinatorics/011 A Practical Example of Combinatorics__en.srt
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10 - Probability - Combinatorics/17431618-Course-Notes-Combinatorics.pdf
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10 - Probability - Combinatorics/17431624-Symmetry-Explained.pdf
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10 - Probability - Combinatorics/17550452-Combinations-With-Repetition.pdf
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10 - Probability - Combinatorics/17756226-Additional-Exercises-Combinatorics.pdf
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10 - Probability - Combinatorics/19540858-Additional-Exercises-Combinatorics-Solutions.pdf
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11 - Probability - Bayesian Inference/001 Sets and Events.mp4
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11 - Probability - Bayesian Inference/001 Sets and Events__en.srt
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11 - Probability - Bayesian Inference/002 Ways Sets Can Interact.mp4
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11 - Probability - Bayesian Inference/002 Ways Sets Can Interact__en.srt
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11 - Probability - Bayesian Inference/003 Intersection of Sets.mp4
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11 - Probability - Bayesian Inference/003 Intersection of Sets__en.srt
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11 - Probability - Bayesian Inference/004 Union of Sets.mp4
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11 - Probability - Bayesian Inference/004 Union of Sets__en.srt
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11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets.mp4
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