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[ FreeCourseWeb.com ] Becoming a Good Data Science Customer

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221.35MB

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2024-04-09

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FreeCourseWeb com Becoming Good Data Science Customer

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File Name

Size

Get Bonus Downloads Here.url

183B

~Get Your Files Here !/01 - Introduction/01 - Good data science customers ask critical questions.mp4

3.95MB

~Get Your Files Here !/01 - Introduction/01 - Good data science customers ask critical questions.srt

1.37KB

~Get Your Files Here !/01 - Introduction/02 - What you should know for this course.mp4

3.77MB

~Get Your Files Here !/01 - Introduction/02 - What you should know for this course.srt

3.41KB

~Get Your Files Here !/02 - 1. Tools of the Trade/01 - Stages of data workflow.mp4

6.73MB

~Get Your Files Here !/02 - 1. Tools of the Trade/01 - Stages of data workflow.srt

5.27KB

~Get Your Files Here !/02 - 1. Tools of the Trade/02 - Data storage options.mp4

6.21MB

~Get Your Files Here !/02 - 1. Tools of the Trade/02 - Data storage options.srt

6.26KB

~Get Your Files Here !/02 - 1. Tools of the Trade/03 - Data sources.mp4

9.27MB

~Get Your Files Here !/02 - 1. Tools of the Trade/03 - Data sources.srt

6.83KB

~Get Your Files Here !/02 - 1. Tools of the Trade/04 - Ensuring data quality.mp4

4.26MB

~Get Your Files Here !/02 - 1. Tools of the Trade/04 - Ensuring data quality.srt

4.46KB

~Get Your Files Here !/02 - 1. Tools of the Trade/05 - Coding languages and repositories.mp4

7.36MB

~Get Your Files Here !/02 - 1. Tools of the Trade/05 - Coding languages and repositories.srt

6.8KB

~Get Your Files Here !/02 - 1. Tools of the Trade/06 - Data products.mp4

5.78MB

~Get Your Files Here !/02 - 1. Tools of the Trade/06 - Data products.srt

6.22KB

~Get Your Files Here !/02 - 1. Tools of the Trade/07 - Data workflow exercise.mp4

1.84MB

~Get Your Files Here !/02 - 1. Tools of the Trade/07 - Data workflow exercise.srt

1.02KB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/01 - Data limitations.mp4

6.49MB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/01 - Data limitations.srt

5.16KB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/02 - Summary statistics.mp4

6.24MB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/02 - Summary statistics.srt

6.52KB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/03 - Correlations.mp4

4.58MB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/03 - Correlations.srt

4.57KB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/04 - Testing hypothesis Effect sizes and p-values.mp4

4.89MB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/04 - Testing hypothesis Effect sizes and p-values.srt

4.5KB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/05 - Common mistakes.mp4

4.04MB

~Get Your Files Here !/03 - 2. Descriptive Statistics Foundations/05 - Common mistakes.srt

3.87KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/01 - Causality.mp4

4.72MB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/01 - Causality.srt

4.12KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/02 - Benefits of randomization.mp4

5.82MB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/02 - Benefits of randomization.srt

5.46KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/03 - What if you can't randomize.mp4

4.44MB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/03 - What if you can't randomize.srt

4.52KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/04 - Spotting biases.mp4

4.51MB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/04 - Spotting biases.srt

5.22KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/05 - Matching description to bias exercise.mp4

720.15KB

~Get Your Files Here !/04 - 3. Making Good Decisions with Data/05 - Matching description to bias exercise.srt

310B

~Get Your Files Here !/05 - 4. Customer Segmentation/01 - What projects involve unsupervised machine learning.mp4

5.86MB

~Get Your Files Here !/05 - 4. Customer Segmentation/01 - What projects involve unsupervised machine learning.srt

3.46KB

~Get Your Files Here !/05 - 4. Customer Segmentation/02 - Reducing dimensions.mp4

6.27MB

~Get Your Files Here !/05 - 4. Customer Segmentation/02 - Reducing dimensions.srt

5.12KB

~Get Your Files Here !/05 - 4. Customer Segmentation/03 - Clustering algorithms.mp4

4.76MB

~Get Your Files Here !/05 - 4. Customer Segmentation/03 - Clustering algorithms.srt

5.11KB

~Get Your Files Here !/06 - 5. Predictive Modeling/01 - What projects involve predictive modeling.mp4

5.52MB

~Get Your Files Here !/06 - 5. Predictive Modeling/01 - What projects involve predictive modeling.srt

4.16KB

~Get Your Files Here !/06 - 5. Predictive Modeling/02 - Feature selection.mp4

4.48MB

~Get Your Files Here !/06 - 5. Predictive Modeling/02 - Feature selection.srt

4.51KB

~Get Your Files Here !/06 - 5. Predictive Modeling/03 - Model training and testing (data partitioning).mp4

8.87MB

~Get Your Files Here !/06 - 5. Predictive Modeling/03 - Model training and testing (data partitioning).srt

7.97KB

~Get Your Files Here !/06 - 5. Predictive Modeling/04 - Model tuning.mp4

4.23MB

~Get Your Files Here !/06 - 5. Predictive Modeling/04 - Model tuning.srt

3.2KB

~Get Your Files Here !/06 - 5. Predictive Modeling/05 - Measuring model performance.mp4

5.37MB

~Get Your Files Here !/06 - 5. Predictive Modeling/05 - Measuring model performance.srt

4.51KB

~Get Your Files Here !/06 - 5. Predictive Modeling/06 - Confusion matrix.mp4

6.28MB

~Get Your Files Here !/06 - 5. Predictive Modeling/06 - Confusion matrix.srt

6.26KB

~Get Your Files Here !/06 - 5. Predictive Modeling/07 - Customer simulation exercise.mp4

1.5MB

~Get Your Files Here !/06 - 5. Predictive Modeling/07 - Customer simulation exercise.srt

750B

~Get Your Files Here !/07 - 6. Other Modeling Methods/01 - Natural language processing (NLP).mp4

12.01MB

~Get Your Files Here !/07 - 6. Other Modeling Methods/01 - Natural language processing (NLP).srt

7.13KB

~Get Your Files Here !/07 - 6. Other Modeling Methods/02 - Geospatial analysis.mp4

10.65MB

~Get Your Files Here !/07 - 6. Other Modeling Methods/02 - Geospatial analysis.srt

5.55KB

~Get Your Files Here !/07 - 6. Other Modeling Methods/03 - Computer vision.mp4

5.27MB

~Get Your Files Here !/07 - 6. Other Modeling Methods/03 - Computer vision.srt

3.87KB

~Get Your Files Here !/07 - 6. Other Modeling Methods/04 - Network analysis.mp4

9.4MB

~Get Your Files Here !/07 - 6. Other Modeling Methods/04 - Network analysis.srt

6.02KB

~Get Your Files Here !/07 - 6. Other Modeling Methods/05 - Large language models (LLM).mp4

5.74MB

~Get Your Files Here !/07 - 6. Other Modeling Methods/05 - Large language models (LLM).srt

5.36KB

~Get Your Files Here !/08 - 7. Ethics/01 - Data science code of ethics.mp4

4.22MB

~Get Your Files Here !/08 - 7. Ethics/01 - Data science code of ethics.srt

3.87KB

~Get Your Files Here !/08 - 7. Ethics/02 - Bias and fairness.mp4

6.11MB

~Get Your Files Here !/08 - 7. Ethics/02 - Bias and fairness.srt

5.25KB

~Get Your Files Here !/08 - 7. Ethics/03 - Data drift.mp4

6.12MB

~Get Your Files Here !/08 - 7. Ethics/03 - Data drift.srt

4.8KB

~Get Your Files Here !/08 - 7. Ethics/04 - Privacy and security.mp4

7.83MB

~Get Your Files Here !/08 - 7. Ethics/04 - Privacy and security.srt

5.69KB

~Get Your Files Here !/09 - Conclusion/01 - Next steps.mp4

5.13MB

~Get Your Files Here !/09 - Conclusion/01 - Next steps.srt

2.49KB

~Get Your Files Here !/Bonus Resources.txt

386B

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