[ FreeCourseWeb.com ] Becoming a Good Data Science Customer

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Size

Get Bonus Downloads Here.url

183 B

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

3.9 MB

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

1.4 kB

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

3.8 MB

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

3.4 kB

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

6.7 MB

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

5.3 kB

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

6.2 MB

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

6.3 kB

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

9.3 MB

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

6.8 kB

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

4.3 MB

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

4.5 kB

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

7.4 MB

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

6.8 kB

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

5.8 MB

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

6.2 kB

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

1.8 MB

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

1.0 kB

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

6.5 MB

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

5.2 kB

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

6.2 MB

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

6.5 kB

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

4.6 MB

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

4.6 kB

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

4.9 MB

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

4.5 kB

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

4.0 MB

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

3.9 kB

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

4.7 MB

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

4.1 kB

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

5.8 MB

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

5.5 kB

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

4.4 MB

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

4.5 kB

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

4.5 MB

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

5.2 kB

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

720 kB

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

310 B

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

5.9 MB

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

3.5 kB

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

6.3 MB

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

5.1 kB

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

4.8 MB

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

5.1 kB

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

5.5 MB

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

4.2 kB

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

4.5 MB

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

4.5 kB

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

8.9 MB

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

8.0 kB

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

4.2 MB

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

3.2 kB

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

5.4 MB

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

4.5 kB

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

6.3 MB

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

6.3 kB

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

1.5 MB

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

750 B

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

12 MB

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

7.1 kB

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

11 MB

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

5.5 kB

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

5.3 MB

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

3.9 kB

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

9.4 MB

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

6.0 kB

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

5.7 MB

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

5.4 kB

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

4.2 MB

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

3.9 kB

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

6.1 MB

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

5.2 kB

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

6.1 MB

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

4.8 kB

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

7.8 MB

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

5.7 kB

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

5.1 MB

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

2.5 kB

~Get Your Files Here !/Bonus Resources.txt

386 B