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11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.mp4 167.2 MB
udemycoursedownloader.com.url 132 Bytes1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.mp4 51.4 MB
1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.srt 6.5 kB1. Part 1 Introduction/1. A Practical Example What You Will Learn in This Course.vtt 5.8 kB1. Part 1 Introduction/2. What Does the Course Cover.mp4 65.3 MB1. Part 1 Introduction/2. What Does the Course Cover.srt 5.2 kB1. Part 1 Introduction/2. What Does the Course Cover.vtt 4.6 kB2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.mp4 85.4 MB2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.srt 6.8 kB2. The Field of Data Science - The Various Data Science Disciplines/1. Data Science and Business Buzzwords Why are there so many.vtt 6.0 kB
2. The Field of Data Science - The Various Data Science Disciplines/2. Data Science and Business Buzzwords Why are there so many.html 161 Bytes2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.mp4 56.2 MB2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.srt 5.2 kB2. The Field of Data Science - The Various Data Science Disciplines/3. What is the difference between Analysis and Analytics.vtt 4.5 kB2. The Field of Data Science - The Various Data Science Disciplines/4. What is the difference between Analysis and Analytics.html 161 Bytes2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.mp4 67.6 MB2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.srt 10.9 kB2. The Field of Data Science - The Various Data Science Disciplines/5. Business Analytics, Data Analytics, and Data Science An Introduction.vtt 9.5 kB
2. The Field of Data Science - The Various Data Science Disciplines/5.1 365_DataScience_Diagram.pdf.pdf 330.8 kB2. The Field of Data Science - The Various Data Science Disciplines/6. Business Analytics, Data Analytics, and Data Science An Introduction.html 161 Bytes2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.mp4 114.3 MB2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.srt 12.2 kB2. The Field of Data Science - The Various Data Science Disciplines/7. Continuing with BI, ML, and AI.vtt 10.7 kB2. The Field of Data Science - The Various Data Science Disciplines/7.1 365_DataScience_Diagram.pdf.pdf 330.8 kB
2. The Field of Data Science - The Various Data Science Disciplines/7.2 365_DataScience.png.png 7.3 MB2. The Field of Data Science - The Various Data Science Disciplines/8. Continuing with BI, ML, and AI.html 161 Bytes2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.mp4 71.0 MB2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.srt 5.2 kB2. The Field of Data Science - The Various Data Science Disciplines/9. A Breakdown of our Data Science Infographic.vtt 4.6 kB2. The Field of Data Science - The Various Data Science Disciplines/9.1 365_DataScience.png.png 7.3 MB2. The Field of Data Science - The Various Data Science Disciplines/10. A Breakdown of our Data Science Infographic.html 161 Bytes3. The Field of Data Science - Connecting the Data Science Disciplines/1. Applying Traditional Data, Big Data, BI, Traditional Data Science and ML.mp4 133.0 MB3. 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Techniques for Working with Traditional Data.mp4 145.0 MB5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.srt 10.9 kB5. The Field of Data Science - Popular Data Science Techniques/1. Techniques for Working with Traditional Data.vtt 9.5 kB5. The Field of Data Science - Popular Data Science Techniques/2. Techniques for Working with Traditional Data.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.mp4 31.4 MB5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.srt 2.3 kB5. The Field of Data Science - Popular Data Science Techniques/3. Real Life Examples of Traditional Data.vtt 2.0 kB5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.mp4 79.2 MB5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.srt 5.8 kB5. The Field of Data Science - Popular Data Science Techniques/4. Techniques for Working with Big Data.vtt 5.1 kB5. The Field of Data Science - Popular Data Science Techniques/5. Techniques for Working with Big Data.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.mp4 23.1 MB5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.srt 1.9 kB5. The Field of Data Science - Popular Data Science Techniques/6. Real Life Examples of Big Data.vtt 1.7 kB5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.mp4 94.3 MB5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.srt 8.8 kB5. The Field of Data Science - Popular Data Science Techniques/7. Business Intelligence (BI) Techniques.vtt 7.7 kB5. The Field of Data Science - Popular Data Science Techniques/8. Business Intelligence (BI) Techniques.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).mp4 31.0 MB5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).srt 2.2 kB5. The Field of Data Science - Popular Data Science Techniques/9. Real Life Examples of Business Intelligence (BI).vtt 1.9 kB5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.mp4 129.5 MB5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.srt 11.3 kB5. The Field of Data Science - Popular Data Science Techniques/10. Techniques for Working with Traditional Methods.vtt 9.9 kB5. The Field of Data Science - Popular Data Science Techniques/11. Techniques for Working with Traditional Methods.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.mp4 44.9 MB5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.srt 3.7 kB5. The Field of Data Science - Popular Data Science Techniques/12. Real Life Examples of Traditional Methods.vtt 3.2 kB5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.mp4 104.1 MB5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.srt 8.9 kB5. The Field of Data Science - Popular Data Science Techniques/13. Machine Learning (ML) Techniques.vtt 7.9 kB5. The Field of Data Science - Popular Data Science Techniques/14. Machine Learning (ML) Techniques.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.mp4 131.2 MB5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.srt 10.8 kB5. The Field of Data Science - Popular Data Science Techniques/15. Types of Machine Learning.vtt 9.5 kB5. The Field of Data Science - Popular Data Science Techniques/16. Types of Machine Learning.html 161 Bytes5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).mp4 38.6 MB5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).srt 3.0 kB5. The Field of Data Science - Popular Data Science Techniques/17. Real Life Examples of Machine Learning (ML).vtt 2.6 kB5. The Field of Data Science - Popular Data Science Techniques/18. Real Life Examples of Machine Learning (ML).html 161 Bytes6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.mp4 108.6 MB6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.srt 7.5 kB6. The Field of Data Science - Popular Data Science Tools/1. Necessary Programming Languages and Software Used in Data Science.vtt 6.6 kB6. The Field of Data Science - Popular Data Science Tools/2. Necessary Programming Languages and Software Used in Data Science.html 161 Bytes7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.mp4 57.0 MB7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.srt 4.6 kB7. The Field of Data Science - Careers in Data Science/1. Finding the Job - What to Expect and What to Look for.vtt 4.0 kB7. The Field of Data Science - Careers in Data Science/2. Finding the Job - What to Expect and What to Look for.html 161 Bytes8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.mp4 76.4 MB8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.srt 5.4 kB8. The Field of Data Science - Debunking Common Misconceptions/1. Debunking Common Misconceptions.vtt 4.8 kB8. The Field of Data Science - Debunking Common Misconceptions/2. Debunking Common Misconceptions.html 161 Bytes9. Part 2 Statistics/1. Population and Sample.mp4 60.9 MB9. Part 2 Statistics/1. Population and Sample.srt 5.6 kB9. Part 2 Statistics/1. Population and Sample.vtt 4.9 kB9. Part 2 Statistics/1.1 Glossary.xlsx.xlsx 20.4 kB9. Part 2 Statistics/1.2 Course notes_descriptive_statistics.pdf.pdf 493.8 kB9. Part 2 Statistics/2. Population and Sample.html 161 Bytes10. Statistics - Descriptive Statistics/1. Types of Data.mp4 76.0 MB10. Statistics - Descriptive Statistics/1. Types of Data.srt 6.1 kB10. Statistics - Descriptive Statistics/1. Types of Data.vtt 5.4 kB10. Statistics - Descriptive Statistics/1.1 Course notes_descriptive_statistics.pdf.pdf 493.8 kB10. Statistics - Descriptive Statistics/2. Types of Data.html 161 Bytes10. Statistics - Descriptive Statistics/3. Levels of Measurement.mp4 57.0 MB10. Statistics - Descriptive Statistics/3. Levels of Measurement.srt 4.7 kB10. Statistics - Descriptive Statistics/3. Levels of Measurement.vtt 4.1 kB10. Statistics - Descriptive Statistics/4. Levels of Measurement.html 161 Bytes10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.mp4 40.3 MB10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.srt 6.6 kB10. Statistics - Descriptive Statistics/5. Categorical Variables - Visualization Techniques.vtt 5.8 kB10. Statistics - Descriptive Statistics/5.1 2.3.Categorical-variables.Visualization-techniques-lesson.xlsx.xlsx 31.5 kB10. Statistics - Descriptive Statistics/6. Categorical Variables Exercise.html 81 Bytes10. Statistics - Descriptive Statistics/6.1 2.3. Categorical variables. 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Statistics - Descriptive Statistics/9. The Histogram.mp4 14.4 MB10. Statistics - Descriptive Statistics/9. The Histogram.srt 3.1 kB10. Statistics - Descriptive Statistics/9. The Histogram.vtt 2.7 kB10. Statistics - Descriptive Statistics/9.1 2.5. The Histogram_lesson.xlsx.xlsx 19.1 kB10. Statistics - Descriptive Statistics/10. Histogram Exercise.html 81 Bytes10. Statistics - Descriptive Statistics/10.1 2.5.The-Histogram-exercise.xlsx.xlsx 15.9 kB10. Statistics - Descriptive Statistics/10.2 2.5.The-Histogram-exercise-solution.xlsx.xlsx 17.5 kB10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.mp4 41.7 MB10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.srt 6.8 kB10. Statistics - Descriptive Statistics/11. Cross Table and Scatter Plot.vtt 6.0 kB10. Statistics - Descriptive Statistics/11.1 2.6. Cross table and scatter plot.xlsx.xlsx 26.7 kB10. Statistics - Descriptive Statistics/12. Cross Tables and Scatter Plots Exercise.html 81 Bytes10. 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Standard Deviation and Coefficient of Variation.mp4 47.3 MB10. Statistics - Descriptive Statistics/19. Standard Deviation and Coefficient of Variation.srt 6.8 kB10. Statistics - Descriptive Statistics/19. Standard Deviation and Coefficient of Variation.vtt 5.9 kB10. Statistics - Descriptive Statistics/19.1 2.10. Standard deviation and coefficient of variation_lesson.xlsx.xlsx 11.2 kB10. Statistics - Descriptive Statistics/20. Standard Deviation and Coefficient of Variation Exercise.html 81 Bytes10. Statistics - Descriptive Statistics/20.1 2.10. Standard deviation and coefficient of variation_exercise_solution.xlsx.xlsx 12.7 kB10. Statistics - Descriptive Statistics/20.2 2.10. Standard deviation and coefficient of variation_exercise.xlsx.xlsx 11.6 kB10. Statistics - Descriptive Statistics/21. Covariance.mp4 28.8 MB10. Statistics - Descriptive Statistics/21. Covariance.srt 5.0 kB10. Statistics - Descriptive Statistics/21. Covariance.vtt 4.4 kB10. 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Udemy Course downloader.txt 94 Bytes11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.srt 21.1 kB11. Statistics - Practical Example Descriptive Statistics/1. Practical Example Descriptive Statistics.vtt 18.3 kB11. Statistics - Practical Example Descriptive Statistics/1.1 2.13. Practical example. Descriptive statistics_lesson.xlsx.xlsx 150.0 kB11. Statistics - Practical Example Descriptive Statistics/2. Practical Example Descriptive Statistics Exercise.html 81 Bytes11. Statistics - Practical Example Descriptive Statistics/2.1 2.13. Practical-example.Descriptive-statistics-exercise-solution.xlsx.xlsx 149.7 kB11. Statistics - Practical Example Descriptive Statistics/2.2 2.13.Practical-example.Descriptive-statistics-exercise.xlsx.xlsx 123.1 kB12. Statistics - Inferential Statistics Fundamentals/1. Introduction.mp4 16.3 MB12. Statistics - Inferential Statistics Fundamentals/1. Introduction.srt 1.7 kB12. Statistics - Inferential Statistics Fundamentals/1. Introduction.vtt 1.5 kB12. Statistics - Inferential Statistics Fundamentals/1.1 Course notes_inferential statistics.pdf.pdf 391.5 kB12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.mp4 64.6 MB12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.srt 6.0 kB12. Statistics - Inferential Statistics Fundamentals/2. What is a Distribution.vtt 5.2 kB12. Statistics - Inferential Statistics Fundamentals/2.1 Course notes_inferential statistics.pdf.pdf 391.5 kB12. Statistics - Inferential Statistics Fundamentals/2.2 3.2. What is a distribution_lesson.xlsx.xlsx 19.9 kB12. Statistics - Inferential Statistics Fundamentals/3. What is a Distribution.html 161 Bytes12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.mp4 52.3 MB12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.srt 5.0 kB12. Statistics - Inferential Statistics Fundamentals/4. The Normal Distribution.vtt 4.4 kB12. Statistics - Inferential Statistics Fundamentals/5. The Normal Distribution.html 161 Bytes12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.mp4 23.6 MB12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.srt 4.0 kB12. Statistics - Inferential Statistics Fundamentals/6. The Standard Normal Distribution.vtt 3.5 kB12. Statistics - Inferential Statistics Fundamentals/6.1 3.4. Standard normal distribution_lesson.xlsx.xlsx 10.6 kB12. Statistics - Inferential Statistics Fundamentals/7. The Standard Normal Distribution Exercise.html 81 Bytes12. Statistics - Inferential Statistics Fundamentals/7.1 3.4. Standard normal distribution_exercise.xlsx.xlsx 12.1 kB12. Statistics - Inferential Statistics Fundamentals/7.2 3.4. Standard normal distribution_exercise_solution.xlsx.xlsx 24.3 kB12. Statistics - Inferential Statistics Fundamentals/8. Central Limit Theorem.mp4 65.9 MB12. 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Margin of Error.mp4 62.0 MB13. Statistics - Inferential Statistics Confidence Intervals/9. Margin of Error.srt 6.4 kB13. Statistics - Inferential Statistics Confidence Intervals/9. Margin of Error.vtt 5.6 kB13. Statistics - Inferential Statistics Confidence Intervals/10. Margin of Error.html 161 Bytes13. Statistics - Inferential Statistics Confidence Intervals/11. Confidence intervals. Two means. Dependent samples.mp4 73.9 MB13. Statistics - Inferential Statistics Confidence Intervals/11. Confidence intervals. Two means. Dependent samples.srt 8.2 kB13. Statistics - Inferential Statistics Confidence Intervals/11. Confidence intervals. Two means. Dependent samples.vtt 7.3 kB13. Statistics - Inferential Statistics Confidence Intervals/11.1 3.13. Confidence intervals. Two means. Dependent samples_lesson.xlsx.xlsx 10.7 kB13. Statistics - Inferential Statistics Confidence Intervals/12. Confidence intervals. Two means. Dependent samples Exercise.html 81 Bytes13. 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Advanced Statistical Methods - Logistic Regression/5. An Invaluable Coding Tip.mp4 24.2 MB29. Advanced Statistical Methods - Logistic Regression/5. An Invaluable Coding Tip.srt 3.3 kB29. Advanced Statistical Methods - Logistic Regression/5. An Invaluable Coding Tip.vtt 2.8 kB29. Advanced Statistical Methods - Logistic Regression/6. Understanding Logistic Regression Tables.mp4 32.0 MB29. Advanced Statistical Methods - Logistic Regression/6. Understanding Logistic Regression Tables.srt 5.7 kB29. Advanced Statistical Methods - Logistic Regression/6. Understanding Logistic Regression Tables.vtt 5.0 kB29. Advanced Statistical Methods - Logistic Regression/7. What do the Odds Actually Mean.mp4 33.9 MB29. Advanced Statistical Methods - Logistic Regression/7. What do the Odds Actually Mean.srt 4.9 kB29. Advanced Statistical Methods - Logistic Regression/7. What do the Odds Actually Mean.vtt 4.3 kB29. Advanced Statistical Methods - Logistic Regression/8. 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Deep Learning - TensorFlow Introduction/7.1 Basic NN Example with TensorFlow (Part 3).html 154 Bytes37. Deep Learning - TensorFlow Introduction/8. Basic NN Example with TF Model Output.mp4 39.2 MB37. Deep Learning - TensorFlow Introduction/8. Basic NN Example with TF Model Output.srt 8.1 kB37. Deep Learning - TensorFlow Introduction/8. Basic NN Example with TF Model Output.vtt 7.0 kB37. Deep Learning - TensorFlow Introduction/8.1 Basic NN Example with TensorFlow (Complete).html 156 Bytes37. Deep Learning - TensorFlow Introduction/9. Basic NN Example with TF Exercises.html 1.6 kB37. Deep Learning - TensorFlow Introduction/9.1 Basic NN Example with TensorFlow Exercise 2.4 Solution.html 162 Bytes37. Deep Learning - TensorFlow Introduction/9.2 Basic NN Example with TensorFlow Exercise 2.1 Solution.html 162 Bytes37. Deep Learning - TensorFlow Introduction/9.3 Basic NN Example with TensorFlow (All Exercises).html 154 Bytes37. Deep Learning - TensorFlow Introduction/9.4 Basic NN Example with TensorFlow Exercise 3 Solution.html 160 Bytes37. Deep Learning - TensorFlow Introduction/9.5 Basic NN Example with TensorFlow Exercise 2.2 Solution.html 162 Bytes37. Deep Learning - TensorFlow Introduction/9.6 Basic NN Example with TensorFlow Exercise 4 Solution.html 160 Bytes37. Deep Learning - TensorFlow Introduction/9.7 Basic NN Example with TensorFlow Exercise 1 Solution.html 160 Bytes37. Deep Learning - TensorFlow Introduction/9.8 Basic NN Example with TensorFlow Exercise 2.3 Solution.html 162 Bytes38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/1. What is a Layer.mp4 13.1 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/1. What is a Layer.srt 2.5 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/1. What is a Layer.vtt 2.2 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/1.1 Course Notes - Section 6.pdf.pdf 958.9 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/2. What is a Deep Net.mp4 31.0 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/2. What is a Deep Net.srt 3.3 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/2. What is a Deep Net.vtt 2.9 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/2.1 Course Notes - Section 6.pdf.pdf 958.9 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/3. Digging into a Deep Net.mp4 62.2 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/3. Digging into a Deep Net.srt 6.9 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/3. Digging into a Deep Net.vtt 6.0 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/4. Non-Linearities and their Purpose.mp4 29.0 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/4. Non-Linearities and their Purpose.srt 4.0 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/4. Non-Linearities and their Purpose.vtt 3.5 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/5. Activation Functions.mp4 26.3 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/5. Activation Functions.srt 5.4 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/5. Activation Functions.vtt 4.7 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/6. Activation Functions Softmax Activation.mp4 27.2 MB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/6. Activation Functions Softmax Activation.srt 4.6 kB38. Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/6. 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Deep Learning - Digging Deeper into NNs Introducing Deep Neural Networks/9.1 Backpropagation-a-peek-into-the-Mathematics-of-Optimization.pdf.pdf 186.7 kB39. Deep Learning - Overfitting/1. What is Overfitting.mp4 32.6 MB39. Deep Learning - Overfitting/1. What is Overfitting.srt 5.7 kB39. Deep Learning - Overfitting/1. What is Overfitting.vtt 5.1 kB39. Deep Learning - Overfitting/2. Underfitting and Overfitting for Classification.mp4 26.3 MB39. Deep Learning - Overfitting/2. Underfitting and Overfitting for Classification.srt 2.7 kB39. Deep Learning - Overfitting/2. Underfitting and Overfitting for Classification.vtt 2.4 kB39. Deep Learning - Overfitting/3. What is Validation.mp4 34.3 MB39. Deep Learning - Overfitting/3. What is Validation.srt 5.0 kB39. Deep Learning - Overfitting/3. What is Validation.vtt 4.4 kB39. Deep Learning - Overfitting/4. Training, Validation, and Test Datasets.mp4 26.4 MB39. Deep Learning - Overfitting/4. Training, Validation, and Test Datasets.srt 3.7 kB39. Deep Learning - Overfitting/4. Training, Validation, and Test Datasets.vtt 3.2 kB39. Deep Learning - Overfitting/5. N-Fold Cross Validation.mp4 21.7 MB39. Deep Learning - Overfitting/5. N-Fold Cross Validation.srt 4.3 kB39. Deep Learning - Overfitting/5. N-Fold Cross Validation.vtt 3.8 kB39. Deep Learning - Overfitting/6. Early Stopping or When to Stop Training.mp4 25.3 MB39. Deep Learning - Overfitting/6. Early Stopping or When to Stop Training.srt 7.0 kB39. Deep Learning - Overfitting/6. Early Stopping or When to Stop Training.vtt 6.2 kB40. Deep Learning - Initialization/1. What is Initialization.mp4 22.8 MB40. Deep Learning - Initialization/1. What is Initialization.srt 3.6 kB40. Deep Learning - Initialization/1. What is Initialization.vtt 3.2 kB40. Deep Learning - Initialization/2. Types of Simple Initializations.mp4 15.0 MB40. Deep Learning - Initialization/2. Types of Simple Initializations.srt 3.8 kB40. Deep Learning - Initialization/2. Types of Simple Initializations.vtt 3.3 kB40. Deep Learning - Initialization/3. State-of-the-Art Method - (Xavier) Glorot Initialization.mp4 18.0 MB40. Deep Learning - Initialization/3. State-of-the-Art Method - (Xavier) Glorot Initialization.srt 3.8 kB40. Deep Learning - Initialization/3. State-of-the-Art Method - (Xavier) Glorot Initialization.vtt 3.3 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/1. Stochastic Gradient Descent.mp4 30.1 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/1. Stochastic Gradient Descent.srt 4.9 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/1. Stochastic Gradient Descent.vtt 4.3 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/2. Problems with Gradient Descent.mp4 11.6 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/2. Problems with Gradient Descent.srt 2.9 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/2. Problems with Gradient Descent.vtt 2.6 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/3. Momentum.mp4 17.2 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/3. Momentum.srt 3.5 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/3. Momentum.vtt 3.1 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/4. Learning Rate Schedules, or How to Choose the Optimal Learning Rate.mp4 30.5 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/4. Learning Rate Schedules, or How to Choose the Optimal Learning Rate.srt 6.1 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/4. Learning Rate Schedules, or How to Choose the Optimal Learning Rate.vtt 5.3 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/5. Learning Rate Schedules Visualized.mp4 9.5 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/5. Learning Rate Schedules Visualized.srt 2.2 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/5. Learning Rate Schedules Visualized.vtt 1.9 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/6. Adaptive Learning Rate Schedules ( AdaGrad and RMSprop ).mp4 27.6 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/6. Adaptive Learning Rate Schedules ( AdaGrad and RMSprop ).srt 5.3 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/6. Adaptive Learning Rate Schedules ( AdaGrad and RMSprop ).vtt 4.7 kB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/7. Adam (Adaptive Moment Estimation).mp4 23.4 MB41. Deep Learning - Digging into Gradient Descent and Learning Rate Schedules/7. Adam (Adaptive Moment Estimation).srt 3.4 kB41. 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Preprocessing Categorical Data.vtt 2.5 kB42. Deep Learning - Preprocessing/5. Binary and One-Hot Encoding.mp4 30.4 MB42. Deep Learning - Preprocessing/5. Binary and One-Hot Encoding.srt 4.9 kB42. Deep Learning - Preprocessing/5. Binary and One-Hot Encoding.vtt 4.3 kB43. Deep Learning - Classifying on the MNIST Dataset/1. MNIST What is the MNIST Dataset.mp4 18.7 MB43. Deep Learning - Classifying on the MNIST Dataset/1. MNIST What is the MNIST Dataset.srt 3.6 kB43. Deep Learning - Classifying on the MNIST Dataset/1. MNIST What is the MNIST Dataset.vtt 3.1 kB43. Deep Learning - Classifying on the MNIST Dataset/2. MNIST How to Tackle the MNIST.mp4 23.7 MB43. Deep Learning - Classifying on the MNIST Dataset/2. MNIST How to Tackle the MNIST.srt 3.7 kB43. Deep Learning - Classifying on the MNIST Dataset/2. MNIST How to Tackle the MNIST.vtt 3.2 kB43. Deep Learning - Classifying on the MNIST Dataset/3. MNIST Relevant Packages.mp4 19.8 MB43. Deep Learning - Classifying on the MNIST Dataset/3. MNIST Relevant Packages.srt 2.2 kB43. Deep Learning - Classifying on the MNIST Dataset/3. MNIST Relevant Packages.vtt 1.9 kB43. Deep Learning - Classifying on the MNIST Dataset/3.1 TensorFlow MNIST Part 1 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/4. MNIST Model Outline.mp4 59.1 MB43. Deep Learning - Classifying on the MNIST Dataset/4. MNIST Model Outline.srt 9.3 kB43. Deep Learning - Classifying on the MNIST Dataset/4. MNIST Model Outline.vtt 8.1 kB43. Deep Learning - Classifying on the MNIST Dataset/4.1 TensorFlow MNIST Part 2 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/5. MNIST Loss and Optimization Algorithm.mp4 27.1 MB43. Deep Learning - Classifying on the MNIST Dataset/5. MNIST Loss and Optimization Algorithm.srt 3.6 kB43. Deep Learning - Classifying on the MNIST Dataset/5. MNIST Loss and Optimization Algorithm.vtt 3.2 kB43. Deep Learning - Classifying on the MNIST Dataset/5.1 TensorFlow MNIST Part 3 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/6. Calculating the Accuracy of the Model.mp4 46.0 MB43. Deep Learning - Classifying on the MNIST Dataset/6. Calculating the Accuracy of the Model.srt 5.3 kB43. Deep Learning - Classifying on the MNIST Dataset/6. Calculating the Accuracy of the Model.vtt 4.6 kB43. Deep Learning - Classifying on the MNIST Dataset/6.1 TensorFlow MNIST Part 4 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/7. MNIST Batching and Early Stopping.mp4 13.5 MB43. Deep Learning - Classifying on the MNIST Dataset/7. MNIST Batching and Early Stopping.srt 3.0 kB43. Deep Learning - Classifying on the MNIST Dataset/7. MNIST Batching and Early Stopping.vtt 2.6 kB43. Deep Learning - Classifying on the MNIST Dataset/7.1 TensorFlow MNIST Part 5 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/8. MNIST Learning.mp4 49.0 MB43. Deep Learning - Classifying on the MNIST Dataset/8. MNIST Learning.srt 10.4 kB43. Deep Learning - Classifying on the MNIST Dataset/8. MNIST Learning.vtt 9.1 kB43. Deep Learning - Classifying on the MNIST Dataset/8.1 TensorFlow MNIST Part 6 with Comments.html 159 Bytes43. Deep Learning - Classifying on the MNIST Dataset/9. MNIST Results and Testing.mp4 65.8 MB43. Deep Learning - Classifying on the MNIST Dataset/9. MNIST Results and Testing.srt 8.4 kB43. Deep Learning - Classifying on the MNIST Dataset/9. MNIST Results and Testing.vtt 7.3 kB43. Deep Learning - Classifying on the MNIST Dataset/9.1 TensorFlow MNIST Complete Code with Comments.html 152 Bytes43. Deep Learning - Classifying on the MNIST Dataset/10. MNIST Exercises.html 2.2 kB43. Deep Learning - Classifying on the MNIST Dataset/10.1 TensorFlow MNIST All Exercises.html 144 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11. MNIST Solutions.html 2.2 kB43. Deep Learning - Classifying on the MNIST Dataset/11.1 TensorFlow MNIST 'Time' Solution.html 162 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.2 TensorFlow MNIST '1. Width' Solution.html 150 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.3 TensorFlow MNIST '3. Width and Depth' Solution.html 160 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.4 TensorFlow MNIST '2. Depth' Solution.html 150 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.5 TensorFlow MNIST '8. Learning Rate (Part 1)' Solution.html 165 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.6 TensorFlow MNIST '9. Learning Rate (Part 2)' Solution.html 165 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.7 TensorFlow MNIST '7. Batch size (Part 2)' Solution.html 162 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.8 TensorFlow MNIST '4. Activation Functions (Part 1)' Solution.html 172 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.9 TensorFlow MNIST '6. Batch size (Part 1)' Solution.html 162 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.10 TensorFlow MNIST '5. Activation Functions (Part 2)' Solution.html 172 Bytes43. Deep Learning - Classifying on the MNIST Dataset/11.11 TensorFlow MNIST 'Around 98% Accuracy' Solution.html 157 Bytes44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.mp4 91.9 MB44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.srt 11.0 kB44. Deep Learning - Business Case Example/1. Business Case Getting acquainted with the dataset.vtt 9.6 kB44. Deep Learning - Business Case Example/1.1 Audiobooks_data.csv.csv 727.8 kB44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.mp4 12.8 MB44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.srt 2.6 kB44. Deep Learning - Business Case Example/2. Business Case Outlining the Solution.vtt 2.2 kB44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.mp4 41.3 MB44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.srt 4.6 kB44. Deep Learning - Business Case Example/3. The Importance of Working with a Balanced Dataset.vtt 4.0 kB44. Deep Learning - Business Case Example/4. Business Case Preprocessing.mp4 108.4 MB44. Deep Learning - Business Case Example/4. Business Case Preprocessing.srt 13.8 kB44. Deep Learning - Business Case Example/4. Business Case Preprocessing.vtt 12.0 kB44. Deep Learning - Business Case Example/4.1 Audiobooks Preprocessing.html 134 Bytes44. Deep Learning - Business Case Example/5. Business Case Preprocessing Exercise.html 383 Bytes44. Deep Learning - Business Case Example/5.1 Preprocessing Exercise.html 134 Bytes44. Deep Learning - Business Case Example/6. Creating a Data Provider.mp4 80.1 MB44. 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