Name GetFreeCourses.Co-Udemy-The Data Science Course 2022 Complete Data Science Bootcamp

File Type video

Size 7.79GB

UpdateDate 2024-9-18

hash *****200698652D758D6D8ABF10576E79CC9F88

Hot 6

Files 01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course.mp4 | 13.08MB 01 - Part 1_ Introduction/001 A Practical Example_ What You Will Learn in This Course__en.srt | 6.41KB 01 - Part 1_ Introduction/002 What Does the Course Cover.mp4 | 49.69MB 01 - Part 1_ Introduction/002 What Does the Course Cover__en.srt | 5.10KB 01 - Part 1_ Introduction/003 Download All Resources and Important FAQ.html | 21.36KB 01 - Part 1_ Introduction/16507136-FAQ-The-Data-Science-Course.pdf | 306.10KB 01 - Part 1_ Introduction/external-assets-links.txt | 101B 02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4 | 54.72MB 02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many___en.srt | 6.77KB 02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics.mp4 | 8.01MB 02 - The Field of Data Science - The Various Data Science Disciplines/002 What is the difference between Analysis and Analytics__en.srt | 5.03KB 02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction.mp4 | 49.96MB 02 - The Field of Data Science - The Various Data Science Disciplines/003 Business Analytics, Data Analytics, and Data Science_ An Introduction__en.srt | 11.00KB 02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI.mp4 | 35.94MB 02 - The Field of Data Science - The Various Data Science Disciplines/004 Continuing with BI, ML, and AI__en.srt | 11.96KB 02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic.mp4 | 33.95MB 02 - The Field of Data Science - The Various Data Science Disciplines/005 A Breakdown of our Data Science Infographic__en.srt | 5.21KB 02 - The Field of Data Science - The Various Data Science Disciplines/13075156-365-DataScience-Diagram.pdf | 323.08KB 02 - The Field of Data Science - The Various Data Science Disciplines/13075162-365-DataScience-Diagram.pdf | 323.08KB 02 - The Field of Data Science - The Various Data Science Disciplines/13075166-365-DataScience.png | 6.92MB 02 - The Field of Data Science - The Various Data Science Disciplines/13075168-365-DataScience.png | 6.92MB 03 - The Field of Data Science - Connecting the Data Science Disciplines/001 Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 | 21.73MB 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 | 9.14KB 04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines.mp4 | 12.41MB 04 - The Field of Data Science - The Benefits of Each Discipline/001 The Reason Behind These Disciplines__en.srt | 6.56KB 05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 | 105.52MB 05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data__en.srt | 10.70KB 05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data.mp4 | 13.92MB 05 - The Field of Data Science - Popular Data Science Techniques/002 Real Life Examples of Traditional Data__en.srt | 2.22KB 05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 | 60.48MB 05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data__en.srt | 5.74KB 05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data.mp4 | 4.21MB 05 - The Field of Data Science - Popular Data Science Techniques/004 Real Life Examples of Big Data__en.srt | 1.90KB 05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques.mp4 | 51.34MB 05 - The Field of Data Science - Popular Data Science Techniques/005 Business Intelligence (BI) Techniques__en.srt | 8.92KB 05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI).mp4 | 19.35MB 05 - The Field of Data Science - Popular Data Science Techniques/006 Real Life Examples of Business Intelligence (BI)__en.srt | 2.14KB 05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 | 74.75MB 05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods__en.srt | 11.32KB 05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods.mp4 | 21.17MB 05 - The Field of Data Science - Popular Data Science Techniques/008 Real Life Examples of Traditional Methods__en.srt | 3.53KB 05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques.mp4 | 47.78MB 05 - The Field of Data Science - Popular Data Science Techniques/009 Machine Learning (ML) Techniques__en.srt | 8.94KB 05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 | 61.78MB 05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning__en.srt | 10.46KB 05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML).mp4 | 22.44MB 05 - The Field of Data Science - Popular Data Science Techniques/011 Real Life Examples of Machine Learning (ML)__en.srt | 2.96KB 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science.mp4 | 19.54MB 06 - The Field of Data Science - Popular Data Science Tools/001 Necessary Programming Languages and Software Used in Data Science__en.srt | 7.35KB 07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for.mp4 | 9.48MB 07 - The Field of Data Science - Careers in Data Science/001 Finding the Job - What to Expect and What to Look for__en.srt | 4.34KB 08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions.mp4 | 16.43MB 08 - The Field of Data Science - Debunking Common Misconceptions/001 Debunking Common Misconceptions__en.srt | 5.43KB 09 - Part 2_ Probability/001 The Basic Probability Formula.mp4 | 29.13MB 09 - Part 2_ Probability/001 The Basic Probability Formula__en.srt | 9.04KB 09 - Part 2_ Probability/002 Computing Expected Values.mp4 | 29.24MB 09 - Part 2_ Probability/002 Computing Expected Values__en.srt | 6.71KB 09 - Part 2_ Probability/003 Frequency.mp4 | 36.39MB 09 - Part 2_ Probability/003 Frequency__en.srt | 6.28KB 09 - Part 2_ Probability/004 Events and Their Complements.mp4 | 11.40MB 09 - Part 2_ Probability/004 Events and Their Complements__en.srt | 7.16KB 09 - Part 2_ Probability/17431614-Course-Notes-Basic-Probability.pdf | 371.05KB 10 - Probability - Combinatorics/001 Fundamentals of Combinatorics.mp4 | 3.21MB 10 - Probability - Combinatorics/001 Fundamentals of Combinatorics__en.srt | 1.35KB 10 - Probability - Combinatorics/002 Permutations and How to Use Them.mp4 | 13.97MB 10 - Probability - Combinatorics/002 Permutations and How to Use Them__en.srt | 4.24KB 10 - Probability - Combinatorics/003 Simple Operations with Factorials.mp4 | 13.98MB 10 - Probability - Combinatorics/003 Simple Operations with Factorials__en.srt | 3.56KB 10 - Probability - Combinatorics/004 Solving Variations with Repetition.mp4 | 13.75MB 10 - Probability - Combinatorics/004 Solving Variations with Repetition__en.srt | 3.64KB 10 - Probability - Combinatorics/005 Solving Variations without Repetition.mp4 | 14.76MB 10 - Probability - Combinatorics/005 Solving Variations without Repetition__en.srt | 4.74KB 10 - Probability - Combinatorics/006 Solving Combinations.mp4 | 18.99MB 10 - Probability - Combinatorics/006 Solving Combinations__en.srt | 5.72KB 10 - Probability - Combinatorics/007 Symmetry of Combinations.mp4 | 13.51MB 10 - Probability - Combinatorics/007 Symmetry of Combinations__en.srt | 4.22KB 10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces.mp4 | 12.87MB 10 - Probability - Combinatorics/008 Solving Combinations with Separate Sample Spaces__en.srt | 3.81KB 10 - Probability - Combinatorics/009 Combinatorics in Real-Life_ The Lottery.mp4 | 16.16MB 10 - Probability - Combinatorics/009 Combinatorics in Real-Life_ The Lottery__en.srt | 4.16KB 10 - Probability - Combinatorics/010 A Recap of Combinatorics.mp4 | 12.00MB 10 - Probability - Combinatorics/010 A Recap of Combinatorics__en.srt | 3.72KB 10 - Probability - Combinatorics/011 A Practical Example of Combinatorics.mp4 | 42.24MB 10 - Probability - Combinatorics/011 A Practical Example of Combinatorics__en.srt | 14.09KB 10 - Probability - Combinatorics/17431618-Course-Notes-Combinatorics.pdf | 226.12KB 10 - Probability - Combinatorics/17431624-Symmetry-Explained.pdf | 85.04KB 10 - Probability - Combinatorics/17550452-Combinations-With-Repetition.pdf | 207.41KB 10 - Probability - Combinatorics/17756226-Additional-Exercises-Combinatorics.pdf | 106.58KB 10 - Probability - Combinatorics/19540858-Additional-Exercises-Combinatorics-Solutions.pdf | 245.67KB 11 - Probability - Bayesian Inference/001 Sets and Events.mp4 | 17.44MB 11 - Probability - Bayesian Inference/001 Sets and Events__en.srt | 5.37KB 11 - Probability - Bayesian Inference/002 Ways Sets Can Interact.mp4 | 19.02MB 11 - Probability - Bayesian Inference/002 Ways Sets Can Interact__en.srt | 4.40KB 11 - Probability - Bayesian Inference/003 Intersection of Sets.mp4 | 8.78MB 11 - Probability - Bayesian Inference/003 Intersection of Sets__en.srt | 2.49KB 11 - Probability - Bayesian Inference/004 Union of Sets.mp4 | 19.47MB 11 - Probability - Bayesian Inference/004 Union of Sets__en.srt | 6.08KB 11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets.mp4 | 5.25MB 11 - Probability - Bayesian Inference/005 Mutually Exclusive Sets__en.srt | 2.65KB 11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets.mp4 | 11.98MB 11 - Probability - Bayesian Inference/006 Dependence and Independence of Sets__en.srt | 3.46KB 11 - Probability - Bayesian Inference/007 The Conditional Probability Formula.mp4 | 16.33MB 11 - Probability - Bayesian Inference/007 The Conditional Probability Formula__en.srt | 5.27KB 11 - Probability - Bayesian Inference/008 The Law of Total Probability.mp4 | 11.39MB 11 - Probability - Bayesian Inference/008 The Law of Total Probability__en.srt | 3.38KB 11 - Probability - Bayesian Inference/009 The Additive Rule.mp4 | 10.89MB 11 - Probability - Bayesian Inference/009 The Additive Rule__en.srt | 2.79KB 11 - Probability - Bayesian Inference/010 The Multiplication Law.mp4 | 19.80MB 11 - Probability - Bayesian Inference/010 The Multiplication Law__en.srt | 4.66KB 11 - Probability - Bayesian Inference/011 Bayes' Law.mp4 | 20.94MB 11 - Probability - Bayesian Inference/011 Bayes' Law__en.srt | 7.55KB 11 - Probability - 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Probability - Distributions/003 Characteristics of Discrete Distributions.mp4 | 9.25MB 12 - Probability - Distributions/003 Characteristics of Discrete Distributions__en.srt | 2.51KB 12 - Probability - Distributions/004 Discrete Distributions_ The Uniform Distribution.mp4 | 10.08MB 12 - Probability - Distributions/004 Discrete Distributions_ The Uniform Distribution__en.srt | 2.84KB 12 - Probability - Distributions/005 Discrete Distributions_ The Bernoulli Distribution.mp4 | 14.76MB 12 - Probability - Distributions/005 Discrete Distributions_ The Bernoulli Distribution__en.srt | 4.29KB 12 - Probability - Distributions/006 Discrete Distributions_ The Binomial Distribution.mp4 | 24.94MB 12 - Probability - Distributions/006 Discrete Distributions_ The Binomial Distribution__en.srt | 8.68KB 12 - Probability - Distributions/007 Discrete Distributions_ The Poisson Distribution.mp4 | 14.62MB 12 - Probability - Distributions/007 Discrete Distributions_ The Poisson Distribution__en.srt | 6.60KB 12 - Probability - Distributions/008 Characteristics of Continuous Distributions.mp4 | 28.87MB 12 - Probability - Distributions/008 Characteristics of Continuous Distributions__en.srt | 8.88KB 12 - Probability - Distributions/009 Continuous Distributions_ The Normal Distribution.mp4 | 19.67MB 12 - Probability - Distributions/009 Continuous Distributions_ The Normal Distribution__en.srt | 4.92KB 12 - Probability - Distributions/010 Continuous Distributions_ The Standard Normal Distribution.mp4 | 20.72MB 12 - Probability - Distributions/010 Continuous Distributions_ The Standard Normal Distribution__en.srt | 5.41KB 12 - Probability - Distributions/011 Continuous Distributions_ The Students' T Distribution.mp4 | 5.44MB 12 - Probability - Distributions/011 Continuous Distributions_ The Students' T Distribution__en.srt | 2.97KB 12 - Probability - Distributions/012 Continuous Distributions_ The Chi-Squared Distribution.mp4 | 10.95MB 12 - Probability - Distributions/012 Continuous Distributions_ The Chi-Squared Distribution__en.srt | 2.90KB 12 - Probability - Distributions/013 Continuous Distributions_ The Exponential Distribution.mp4 | 15.76MB 12 - Probability - Distributions/013 Continuous Distributions_ The Exponential Distribution__en.srt | 4.20KB 12 - Probability - Distributions/014 Continuous Distributions_ The Logistic Distribution.mp4 | 15.95MB 12 - Probability - Distributions/014 Continuous Distributions_ The Logistic Distribution__en.srt | 5.42KB 12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 | 138.31MB 12 - Probability - Distributions/015 A Practical Example of Probability Distributions__en.srt | 20.29KB 12 - Probability - Distributions/17431628-Solving-Integrals.pdf | 343.85KB 12 - Probability - Distributions/17550252-Normal-Distribution-Exp-and-Var.pdf | 144.08KB 12 - Probability - Distributions/17862366-Poisson-Expected-Value-and-Variance.pdf | 145.99KB 12 - Probability - Distributions/17971238-FIFA19.csv | 8.64MB 12 - Probability - Distributions/17971248-FIFA19-post.csv | 8.64MB 12 - Probability - Distributions/17971258-Daily-Views.xlsx | 9.53KB 12 - Probability - Distributions/17971260-Daily-Views-post.xlsx | 20.21KB 12 - Probability - Distributions/17971264-Customers-Membership.xlsx | 9.69KB 12 - Probability - Distributions/17971268-Customers-Membership-post.xlsx | 15.62KB 12 - Probability - Distributions/20945990-Course-Notes-Probability-Distributions.pdf | 463.95KB 13 - Probability - Probability in Other Fields/001 Probability in Finance.mp4 | 39.66MB 13 - Probability - Probability in Other Fields/001 Probability in Finance__en.srt | 9.80KB 13 - Probability - Probability in Other Fields/002 Probability in Statistics.mp4 | 14.26MB 13 - Probability - Probability in Other Fields/002 Probability in Statistics__en.srt | 8.62KB 13 - Probability - Probability in Other Fields/003 Probability in Data Science.mp4 | 23.94MB 13 - Probability - Probability in Other Fields/003 Probability in Data Science__en.srt | 6.64KB 13 - Probability - Probability in Other Fields/19327638-Probability-in-Finance-Homework.pdf | 110.68KB 13 - Probability - Probability in Other Fields/19327648-Probability-in-Finance-Solutions.pdf | 184.46KB 13 - Probability - Probability in Other Fields/23224540-Probability-Cheat-Sheet.pdf | 320.28KB 14 - Part 3_ Statistics/001 Population and Sample.mp4 | 10.89MB 14 - Part 3_ Statistics/001 Population and Sample__en.srt | 5.59KB 14 - Part 3_ Statistics/14812652-Course-notes-descriptive-statistics.pdf | 482.21KB 14 - Part 3_ Statistics/15762096-Statistics-Glossary.xlsx | 20.26KB 15 - Statistics - Descriptive Statistics/001 Types of Data.mp4 | 42.47MB 15 - Statistics - Descriptive Statistics/001 Types of Data__en.srt | 6.14KB 15 - Statistics - Descriptive Statistics/002 Levels of Measurement.mp4 | 31.44MB 15 - Statistics - Descriptive Statistics/002 Levels of Measurement__en.srt | 4.72KB 15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques.mp4 | 36.65MB 15 - Statistics - Descriptive Statistics/003 Categorical Variables - Visualization Techniques__en.srt | 6.44KB 15 - Statistics - Descriptive Statistics/004 Categorical Variables Exercise.html | 81B 15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table.mp4 | 12.80MB 15 - Statistics - Descriptive Statistics/005 Numerical Variables - Frequency Distribution Table__en.srt | 4.39KB 15 - Statistics - Descriptive Statistics/006 Numerical Variables Exercise.html | 81B 15 - Statistics - Descriptive Statistics/007 The Histogram.mp4 | 3.85MB 15 - Statistics - Descriptive Statistics/007 The Histogram__en.srt | 3.12KB 15 - Statistics - Descriptive Statistics/008 Histogram Exercise.html | 81B 15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots.mp4 | 19.70MB 15 - Statistics - Descriptive Statistics/009 Cross Tables and Scatter Plots__en.srt | 6.70KB 15 - Statistics - Descriptive Statistics/010 Cross Tables and Scatter Plots Exercise.html | 81B 15 - Statistics - Descriptive Statistics/011 Mean, median and mode.mp4 | 17.53MB 15 - Statistics - Descriptive Statistics/011 Mean, median and mode__en.srt | 5.99KB 15 - Statistics - Descriptive Statistics/012 Mean, Median and Mode Exercise.html | 81B 15 - Statistics - Descriptive Statistics/013 Skewness.mp4 | 9.92MB 15 - Statistics - Descriptive Statistics/013 Skewness__en.srt | 3.63KB 15 - Statistics - Descriptive Statistics/014 Skewness Exercise.html | 81B 15 - Statistics - Descriptive Statistics/015 Variance.mp4 | 20.21MB 15 - Statistics - Descriptive Statistics/015 Variance__en.srt | 7.87KB 15 - Statistics - Descriptive Statistics/016 Variance Exercise.html | 522B 15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation.mp4 | 20.14MB 15 - Statistics - Descriptive Statistics/017 Standard Deviation and Coefficient of Variation__en.srt | 6.62KB 15 - Statistics - Descriptive Statistics/018 Standard Deviation and Coefficient of Variation Exercise.html | 81B 15 - Statistics - Descriptive Statistics/019 Covariance.mp4 | 18.41MB 15 - Statistics - Descriptive Statistics/019 Covariance__en.srt | 4.97KB 15 - Statistics - Descriptive Statistics/020 Covariance Exercise.html | 81B 15 - Statistics - Descriptive Statistics/021 Correlation Coefficient.mp4 | 19.38MB 15 - Statistics - Descriptive Statistics/021 Correlation Coefficient__en.srt | 4.75KB 15 - Statistics - Descriptive Statistics/022 Correlation Coefficient Exercise.html | 81B 15 - Statistics - Descriptive Statistics/13055412-2.3.Categorical-variables.Visualization-techniques-exercise.xlsx | 15.24KB 15 - Statistics - Descriptive Statistics/13055414-2.3.Categorical-variables.Visualization-techniques-exercise-solution.xlsx | 41.11KB 15 - Statistics - Descriptive Statistics/13055440-2.5.The-Histogram-lesson.xlsx | 18.63KB 15 - Statistics - Descriptive Statistics/13055456-2.6.Cross-table-and-scatter-plot.xlsx | 26.12KB 15 - Statistics - Descriptive Statistics/13055460-2.6.Cross-table-and-scatter-plot-exercise.xlsx | 16.28KB 15 - Statistics - Descriptive Statistics/13055464-2.6.Cross-table-and-scatter-plot-exercise-solution.xlsx | 40.44KB 15 - Statistics - Descriptive Statistics/13055474-2.7.Mean-median-and-mode-lesson.xlsx | 10.49KB 15 - 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Statistics - Inferential Statistics Fundamentals/006 Central Limit Theorem.mp4 | 22.86MB 17 - Statistics - Inferential Statistics Fundamentals/006 Central Limit Theorem__en.srt | 5.68KB 17 - Statistics - Inferential Statistics Fundamentals/007 Standard error.mp4 | 13.33MB 17 - Statistics - Inferential Statistics Fundamentals/007 Standard error__en.srt | 1.92KB 17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates.mp4 | 16.13MB 17 - Statistics - Inferential Statistics Fundamentals/008 Estimators and Estimates__en.srt | 3.89KB 17 - Statistics - Inferential Statistics Fundamentals/13055898-3.2.What-is-a-distribution-lesson.xlsx | 19.46KB 17 - Statistics - Inferential Statistics Fundamentals/13055942-3.4.Standard-normal-distribution-lesson.xlsx | 10.38KB 17 - Statistics - Inferential Statistics Fundamentals/13831264-Course-notes-inferential-statistics.pdf | 382.32KB 17 - Statistics - Inferential Statistics Fundamentals/13831266-Course-notes-inferential-statistics.pdf | 382.32KB 17 - 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Case Study - What's Next in the Course_/002 The Business Task.mp4 | 6.80MB 57 - Case Study - What's Next in the Course_/002 The Business Task__en.srt | 3.72KB 57 - Case Study - What's Next in the Course_/003 Introducing the Data Set.mp4 | 15.29MB 57 - Case Study - What's Next in the Course_/003 Introducing the Data Set__en.srt | 4.13KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/001 What to Expect from the Following Sections_.html | 2.43KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python.mp4 | 18.03MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/002 Importing the Absenteeism Data in Python__en.srt | 3.89KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 | 54.27MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set__en.srt | 7.12KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings.mp4 | 18.04MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/004 Introduction to Terms with Multiple Meanings__en.srt | 4.09KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/005 What's Regression Analysis - a Quick Refresher.html | 2.80KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise.mp4 | 9.90MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/006 Using a Statistical Approach towards the Solution to the Exercise__en.srt | 2.93KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python.mp4 | 41.30MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/007 Dropping a Column from a DataFrame in Python__en.srt | 7.75KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/008 EXERCISE - Dropping a Column from a DataFrame in Python.html | 864B 58 - Case Study - Preprocessing the 'Absenteeism_data'/009 SOLUTION - Dropping a Column from a DataFrame in Python.html | 114B 58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence.mp4 | 27.63MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/010 Analyzing the Reasons for Absence__en.srt | 6.18KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 | 63.77MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature__en.srt | 10.28KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/012 EXERCISE - Obtaining Dummies from a Single Feature.html | 123B 58 - Case Study - Preprocessing the 'Absenteeism_data'/013 SOLUTION - Obtaining Dummies from a Single Feature.html | 117B 58 - Case Study - Preprocessing the 'Absenteeism_data'/014 Dropping a Dummy Variable from the Data Set.html | 2.31KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables_ A Statistical Perspective.mp4 | 3.18MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/015 More on Dummy Variables_ A Statistical Perspective__en.srt | 1.74KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence.mp4 | 51.32MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/016 Classifying the Various Reasons for Absence__en.srt | 10.05KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python.mp4 | 19.77MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/017 Using .concat() in Python__en.srt | 5.23KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/018 EXERCISE - Using .concat() in Python.html | 189B 58 - Case Study - Preprocessing the 'Absenteeism_data'/019 SOLUTION - Using .concat() in Python.html | 143B 58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python.mp4 | 7.18MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/020 Reordering Columns in a Pandas DataFrame in Python__en.srt | 1.87KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/021 EXERCISE - Reordering Columns in a Pandas DataFrame in Python.html | 161B 58 - Case Study - Preprocessing the 'Absenteeism_data'/022 SOLUTION - Reordering Columns in a Pandas DataFrame in Python.html | 478B 58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter.mp4 | 17.34MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/023 Creating Checkpoints while Coding in Jupyter__en.srt | 3.72KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/024 EXERCISE - Creating Checkpoints while Coding in Jupyter.html | 137B 58 - Case Study - Preprocessing the 'Absenteeism_data'/025 SOLUTION - Creating Checkpoints while Coding in Jupyter.html | 118B 58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set.mp4 | 40.13MB 58 - Case Study - Preprocessing the 'Absenteeism_data'/026 Analyzing the Dates from the Initial Data Set__en.srt | 8.55KB 58 - Case Study - Preprocessing the 'Absenteeism_data'/027 Extracting the Month Value from the _Date_ Column.mp4 | 38.91MB 58 - Case Study - 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Case Study - Applying Machine Learning to Create the 'absenteeism_module'/003 Selecting the Inputs for the Logistic Regression__en.srt | 3.42KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data.mp4 | 15.14MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/004 Standardizing the Data__en.srt | 4.16KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing.mp4 | 36.12MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/005 Splitting the Data for Training and Testing__en.srt | 8.47KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy.mp4 | 35.29MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy__en.srt | 1.36KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/006 Fitting the Model and Assessing its Accuracy_en.vtt | 6.35KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept.mp4 | 26.98MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/007 Creating a Summary Table with the Coefficients and Intercept__en.srt | 6.66KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem.mp4 | 34.41MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/008 Interpreting the Coefficients for Our Problem__en.srt | 8.04KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler).mp4 | 28.02MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/009 Standardizing only the Numerical Variables (Creating a Custom Scaler)__en.srt | 4.98KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression.mp4 | 15.22MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/010 Interpreting the Coefficients of the Logistic Regression__en.srt | 7.30KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model.mp4 | 31.96MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model__en.srt | 925B 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/011 Backward Elimination or How to Simplify Your Model_en.vtt | 4.58KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created.mp4 | 31.63MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/012 Testing the Model We Created__en.srt | 6.51KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment.mp4 | 25.52MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment__en.srt | 1.23KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/013 Saving the Model and Preparing it for Deployment_en.vtt | 4.96KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/014 ARTICLE - A Note on 'pickling'.html | 2.11KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/015 EXERCISE - Saving the Model (and Scaler).html | 284B 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/016 Preparing the Deployment of the Model through a Module.mp4 | 28.57MB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/016 Preparing the Deployment of the Model through a Module__en.srt | 5.51KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/15364076-Absenteeism-preprocessed.csv | 29.13KB 59 - Case Study - Applying Machine Learning to Create the 'absenteeism_module'/external-assets-links.txt | 774B 60 - Case Study - Loading the 'absenteeism_module'/001 Are You Sure You're All Set_.html | 513B 60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I.mp4 | 8.38MB 60 - Case Study - Loading the 'absenteeism_module'/002 Deploying the 'absenteeism_module' - Part I__en.srt | 4.86KB 60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II.mp4 | 25.99MB 60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II__en.srt | 429B 60 - Case Study - Loading the 'absenteeism_module'/003 Deploying the 'absenteeism_module' - Part II_en.vtt | 6.76KB 60 - Case Study - Loading the 'absenteeism_module'/004 Exporting the Obtained Data Set as a _.csv.html | 964B 60 - Case Study - Loading the 'absenteeism_module'/29545348-Absenteeism-Exercise-Deploying-the-absenteeism-module.ipynb | 973B 60 - 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Case Study - Analyzing the Predicted Outputs in Tableau/004 Analyzing Reasons vs Probability in Tableau__en.srt | 9.68KB 61 - Case Study - Analyzing the Predicted Outputs in Tableau/005 EXERCISE - Transportation Expense vs Probability.html | 529B 61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau.mp4 | 10.87MB 61 - Case Study - Analyzing the Predicted Outputs in Tableau/006 Analyzing Transportation Expense vs Probability in Tableau__en.srt | 7.36KB 61 - Case Study - Analyzing the Predicted Outputs in Tableau/24453624-Absenteeism-predictions.csv | 2.10KB 61 - Case Study - Analyzing the Predicted Outputs in Tableau/29545266-Absenteeism-predictions.csv | 2.10KB 62 - Appendix - Additional Python Tools/001 Using the .format() Method.mp4 | 21.67MB 62 - Appendix - Additional Python Tools/001 Using the .format() Method__en.srt | 12.34KB 62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects.mp4 | 7.85MB 62 - Appendix - Additional Python Tools/002 Iterating Over Range Objects__en.srt | 6.04KB 62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops.mp4 | 12.26MB 62 - Appendix - Additional Python Tools/003 Introduction to Nested For Loops__en.srt | 8.30KB 62 - Appendix - Additional Python Tools/004 Triple Nested For Loops.mp4 | 19.40MB 62 - Appendix - Additional Python Tools/004 Triple Nested For Loops__en.srt | 8.00KB 62 - Appendix - Additional Python Tools/005 List Comprehensions.mp4 | 43.23MB 62 - Appendix - Additional Python Tools/005 List Comprehensions__en.srt | 12.35KB 62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions.mp4 | 33.71MB 62 - Appendix - Additional Python Tools/006 Anonymous (Lambda) Functions__en.srt | 9.89KB 62 - Appendix - Additional Python Tools/29535536-Additional-Python-Tools-Lectures.ipynb | 13.47KB 62 - Appendix - Additional Python Tools/29535540-Additional-Python-Tools-Exercises.ipynb | 11.37KB 62 - Appendix - Additional Python Tools/29535546-Additional-Python-Tools-Solutions.ipynb | 25.49KB 62 - 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