|
|
1. Introduction.mp4
|
MP4
|
203.2 MB
|
|
|
1. chapter-1--building-basic-charts-a.mp4
|
MP4
|
26.7 MB
|
|
|
1. chapter-1-approaching-ai-ethics-a.mp4
|
MP4
|
19.1 MB
|
|
|
1. chapter-1-design-and-exploration-a.mp4
|
MP4
|
12.8 MB
|
|
|
1. chapter-1-foundations-of-dimensionality-reduction-a.mp4
|
MP4
|
19 MB
|
|
|
1. chapter-1-fundamentals-of-ai-strategy-a.mp4
|
MP4
|
20.2 MB
|
|
|
1. chapter-1-introduction-to-a.mp4
|
MP4
|
21.8 MB
|
|
|
1. chapter-1-introduction-to-deep-learning-for-text-with-pytorch-a.mp4
|
MP4
|
18.9 MB
|
|
|
1. chapter-1-starting-data-preparation-in-excel-a.mp4
|
MP4
|
24.7 MB
|
|
|
1. chapter-1-the-journey-to-data-fluency-a.mp4
|
MP4
|
22.7 MB
|
|
|
1.1 ch1_1_Language.EN.vtt
|
VTT
|
6.6 KB
|
|
|
1.1 ex1.md
|
MD
|
921.6 B
|
|
|
1.2 ch1_1_script.md
|
MD
|
3.5 KB
|
|
|
1.2 ex2.md
|
MD
|
1.2 KB
|
|
|
10. chapter-3--components-of-ai-strategy-c.mp4
|
MP4
|
17.1 MB
|
|
|
10. chapter-3--data-fluent-organization-c.mp4
|
MP4
|
27.9 MB
|
|
|
10. chapter-3-associations-of-variables-c.mp4
|
MP4
|
20.8 MB
|
|
|
10. chapter-3-feature-selection-for-model-performance-c.mp4
|
MP4
|
22.8 MB
|
|
|
10. chapter-3-model-deployment-c.mp4
|
MP4
|
14.8 MB
|
|
|
10. chapter-3-text-generation-with-pytorch-c.mp4
|
MP4
|
21.2 MB
|
|
|
10. chapter-3-the-way-forward-ai-ethics-c.mp4
|
MP4
|
18.8 MB
|
|
|
10.1 ch3_3_Language.EN.vtt
|
VTT
|
6.9 KB
|
|
|
10.2 ch3_3_script.md
|
MD
|
3.4 KB
|
|
|
11. chapter-3--components-of-ai-strategy-d.mp4
|
MP4
|
21.9 MB
|
|
|
11. chapter-3--data-fluent-organization-d.mp4
|
MP4
|
32.4 MB
|
|
|
11. chapter-3-associations-of-variables-d.mp4
|
MP4
|
20.8 MB
|
|
|
11. chapter-3-feature-selection-for-model-performance-d.mp4
|
MP4
|
16.7 MB
|
|
|
11. chapter-3-model-deployment-d.mp4
|
MP4
|
14.8 MB
|
|
|
11. chapter-3-text-generation-with-pytorch-d.mp4
|
MP4
|
21.9 MB
|
|
|
11. chapter-3-the-way-forward-ai-ethics-d.mp4
|
MP4
|
21.6 MB
|
|
|
11.1 ch3_4_Language.EN.vtt
|
VTT
|
5.8 KB
|
|
|
11.2 ch3_4_script.md
|
MD
|
3.4 KB
|
|
|
12. chapter-3--data-fluent-organization-e.mp4
|
MP4
|
9.3 MB
|
|
|
12. chapter-4-advanced-topics-in-deep-learning-for-text-with-pytorch-a.mp4
|
MP4
|
21 MB
|
|
|
12. chapter-4-feature-extraction-and-model-performance-a.mp4
|
MP4
|
23.2 MB
|
|
|
12. chapter-4-model-monitoring-a.mp4
|
MP4
|
15.4 MB
|
|
|
12. chapter-4-regression-and-prediction-a.mp4
|
MP4
|
20.1 MB
|
|
|
12. chapter-4-time-for-action-a.mp4
|
MP4
|
19.2 MB
|
|
|
12.1 ch3_5_Language.EN.vtt
|
VTT
|
2.4 KB
|
|
|
12.1 ch4_1_Language.EN.vtt
|
VTT
|
6.2 KB
|
|
|
12.2 ch4_1_script.md
|
MD
|
3.4 KB
|
|
|
13. chapter-4-advanced-topics-in-deep-learning-for-text-with-pytorch-b.mp4
|
MP4
|
21.9 MB
|
|
|
13. chapter-4-feature-extraction-and-model-performance-b.mp4
|
MP4
|
21.8 MB
|
|
|
13. chapter-4-model-monitoring-b.mp4
|
MP4
|
14.2 MB
|
|
|
13. chapter-4-regression-and-prediction-b.mp4
|
MP4
|
17.1 MB
|
|
|
13. chapter-4-time-for-action-b.mp4
|
MP4
|
23.8 MB
|
|
|
13.1 ch4_2_Language.EN.vtt
|
VTT
|
5.8 KB
|
|
|
13.2 ch4_2_script.md
|
MD
|
3.4 KB
|
|
|
14. chapter-4-advanced-topics-in-deep-learning-for-text-with-pytorch-c.mp4
|
MP4
|
24.7 MB
|
|
|
14. chapter-4-feature-extraction-and-model-performance-c.mp4
|
MP4
|
17.8 MB
|
|
|
14. chapter-4-model-monitoring-c.mp4
|
MP4
|
15.1 MB
|
|
|
14. chapter-4-regression-and-prediction-c.mp4
|
MP4
|
19.3 MB
|
|
|
14. chapter-4-time-for-action-c.mp4
|
MP4
|
22.6 MB
|
|
|
14.1 ch4_3_Language.EN.vtt
|
VTT
|
5.5 KB
|
|
|
14.2 ch4_3_script.md
|
MD
|
3.5 KB
|
|
|
15. chapter-4-advanced-topics-in-deep-learning-for-text-with-pytorch-d.mp4
|
MP4
|
22.5 MB
|
|
|
15. chapter-4-feature-extraction-and-model-performance-d.mp4
|
MP4
|
15.8 MB
|
|
|
15. chapter-4-model-monitoring-d.mp4
|
MP4
|
12.4 MB
|
|
|
15. chapter-4-regression-and-prediction-d.mp4
|
MP4
|
20 MB
|
|
|
15. chapter-4-time-for-action-d.mp4
|
MP4
|
20.5 MB
|
|
|
15.1 ch4_4_Language.EN.vtt
|
VTT
|
5.5 KB
|
|
|
15.2 ch4_4_script.md
|
MD
|
3.4 KB
|
|
|
16. chapter-4-advanced-topics-in-deep-learning-for-text-with-pytorch-e.mp4
|
MP4
|
6.6 MB
|
|
|
16. chapter-4-feature-extraction-and-model-performance-e.mp4
|
MP4
|
9.7 MB
|
|
|
16. chapter-4-model-monitoring-e.mp4
|
MP4
|
4.1 MB
|
|
|
16. chapter-4-regression-and-prediction-e.mp4
|
MP4
|
6.1 MB
|
|
|
16. chapter-4-time-for-action-e.mp4
|
MP4
|
8.5 MB
|
|
|
16.1 ch4_5_Language.EN.vtt
|
VTT
|
2.5 KB
|
|
|
16.2 ch4_5_script.md
|
MD
|
1.4 KB
|
|
|
16.2 heart_disease_cleaned_2.csv
|
CSV
|
20.3 KB
|
|
|
16.3 heart_disease_df_1.csv
|
CSV
|
41.5 KB
|
|
|
2. chapter-1--building-basic-charts-b.mp4
|
MP4
|
28.9 MB
|
|
|
2. chapter-1-approaching-ai-ethics-b.mp4
|
MP4
|
20.1 MB
|
|
|
2. chapter-1-design-and-exploration-b.mp4
|
MP4
|
16.3 MB
|
|
|
2. chapter-1-foundations-of-dimensionality-reduction-b.mp4
|
MP4
|
24 MB
|
|
|
2. chapter-1-fundamentals-of-ai-strategy-b.mp4
|
MP4
|
21.1 MB
|
|
|
2. chapter-1-introduction-to-b.mp4
|
MP4
|
17.7 MB
|
|
|
2. chapter-1-introduction-to-deep-learning-for-text-with-pytorch-b.mp4
|
MP4
|
22.2 MB
|
|
|
2. chapter-1-starting-data-preparation-in-excel-b.mp4
|
MP4
|
44.6 MB
|
|
|
2. chapter-1-the-journey-to-data-fluency-b.mp4
|
MP4
|
27.8 MB
|
|
|
2.1 ch1_2_Language.EN.vtt
|
VTT
|
6.8 KB
|
|
|
2.1 ex3.md
|
MD
|
921.6 B
|
|
|
2.2 ch1_2_script.md
|
MD
|
3.7 KB
|
|
|
2.2 ex4.md
|
MD
|
819.2 B
|
|
|
3. chapter-1-approaching-ai-ethics-c.mp4
|
MP4
|
20.6 MB
|
|
|
3. chapter-1-design-and-exploration-c.mp4
|
MP4
|
14.1 MB
|
|
|
3. chapter-1-foundations-of-dimensionality-reduction-c.mp4
|
MP4
|
18.3 MB
|
|
|
3. chapter-1-fundamentals-of-ai-strategy-c.mp4
|
MP4
|
17.9 MB
|
|
|
3. chapter-1-introduction-to-c.mp4
|
MP4
|
19.8 MB
|
|
|
3. chapter-1-introduction-to-deep-learning-for-text-with-pytorch-c.mp4
|
MP4
|
22.8 MB
|
|
|
3. chapter-1-the-journey-to-data-fluency-c.mp4
|
MP4
|
26.2 MB
|
|
|
3. chapter-2-advancing-to-more-complex-charts-a.mp4
|
MP4
|
19.9 MB
|
|
|
3. chapter-2-functions-for-data-preparation-a.mp4
|
MP4
|
20.6 MB
|
|
|
3.1 ch1_3_Language.EN.vtt
|
VTT
|
6.4 KB
|
|
|
3.1 ch2_1_Language.EN.vtt
|
VTT
|
6.4 KB
|
|
|
3.1 ex5.md
|
MD
|
1.9 KB
|
|
|
3.2 ch1_3_script.md
|
MD
|
3.8 KB
|
|
|
3.2 ex6.md
|
MD
|
1.1 KB
|
|
|
4. chapter-2-advancing-to-more-complex-charts-b.mp4
|
MP4
|
32.8 MB
|
|
|
4. chapter-2-below-the-surface-ai-ethics-a.mp4
|
MP4
|
18.3 MB
|
|
|
4. chapter-2-comparing-groups-a.mp4
|
MP4
|
17.6 MB
|
|
|
4. chapter-2-data-fluent-individuals-a.mp4
|
MP4
|
22.9 MB
|
|
|
4. chapter-2-designing-a-winning-ai-strategy-a.mp4
|
MP4
|
19.9 MB
|
|
|
4. chapter-2-feature-selection-for-feature-importance-a.mp4
|
MP4
|
25.8 MB
|
|
|
4. chapter-2-functions-for-data-preparation-b.mp4
|
MP4
|
58.2 MB
|
|
|
4. chapter-2-model-training-and-evaluation-a.mp4
|
MP4
|
19.2 MB
|
|
|
4. chapter-2-text-classification-with-pytorch-a.mp4
|
MP4
|
21.8 MB
|
|
|
4.1 ch2_1_Language.EN.vtt
|
VTT
|
6.5 KB
|
|
|
4.1 ch2_2_Language.EN.vtt
|
VTT
|
8.2 KB
|
|
|
4.2 ch2_1_script.md
|
MD
|
3.5 KB
|
|
|
5. chapter-2-below-the-surface-ai-ethics-b.mp4
|
MP4
|
14.3 MB
|
|
|
5. chapter-2-comparing-groups-b.mp4
|
MP4
|
18.1 MB
|
|
|
5. chapter-2-data-fluent-individuals-b.mp4
|
MP4
|
28 MB
|
|
|
5. chapter-2-designing-a-winning-ai-strategy-b.mp4
|
MP4
|
19.7 MB
|
|
|
5. chapter-2-feature-selection-for-feature-importance-b.mp4
|
MP4
|
17.4 MB
|
|
|
5. chapter-2-model-training-and-evaluation-b.mp4
|
MP4
|
17.8 MB
|
|
|
5. chapter-2-text-classification-with-pytorch-b.mp4
|
MP4
|
29.2 MB
|
|
|
5. chapter-3-conditional-formulas-a.mp4
|
MP4
|
20.9 MB
|
|
|
5. chapter-3-data-visualization-best-practices-a.mp4
|
MP4
|
23.5 MB
|
|
|
5.1 ch2_2_Language.EN.vtt
|
VTT
|
6.1 KB
|
|
|
5.1 ch3_1_Language.EN.vtt
|
VTT
|
6.4 KB
|
|
|
5.2 ch2_2_script.md
|
MD
|
3.4 KB
|
|
|
6. chapter-2-below-the-surface-ai-ethics-c.mp4
|
MP4
|
17.3 MB
|
|
|
6. chapter-2-comparing-groups-c.mp4
|
MP4
|
17.5 MB
|
|
|
6. chapter-2-data-fluent-individuals-c.mp4
|
MP4
|
29 MB
|
|
|
6. chapter-2-designing-a-winning-ai-strategy-c.mp4
|
MP4
|
18.3 MB
|
|
|
6. chapter-2-feature-selection-for-feature-importance-c.mp4
|
MP4
|
21.5 MB
|
|
|
6. chapter-2-model-training-and-evaluation-c.mp4
|
MP4
|
13.4 MB
|
|
|
6. chapter-2-text-classification-with-pytorch-c.mp4
|
MP4
|
19.4 MB
|
|
|
6. chapter-3-conditional-formulas-b.mp4
|
MP4
|
40.6 MB
|
|
|
6. chapter-3-data-visualization-best-practices-b.mp4
|
MP4
|
32.6 MB
|
|
|
6.1 ch2_3_Language.EN.vtt
|
VTT
|
6.1 KB
|
|
|
6.1 ch3_2_Language.EN.vtt
|
VTT
|
6.7 KB
|
|
|
6.2 ch2_3_script.md
|
MD
|
3.8 KB
|
|
|
7. chapter-2-below-the-surface-ai-ethics-d.mp4
|
MP4
|
15.7 MB
|
|
|
7. chapter-2-comparing-groups-d.mp4
|
MP4
|
18.5 MB
|
|
|
7. chapter-2-data-fluent-individuals-d.mp4
|
MP4
|
25.5 MB
|
|
|
7. chapter-2-designing-a-winning-ai-strategy-d.mp4
|
MP4
|
20.8 MB
|
|
|
7. chapter-2-feature-selection-for-feature-importance-d.mp4
|
MP4
|
16.6 MB
|
|
|
7. chapter-2-model-training-and-evaluation-d.mp4
|
MP4
|
19.4 MB
|
|
|
7. chapter-2-text-classification-with-pytorch-d.mp4
|
MP4
|
20.3 MB
|
|
|
7. chapter-4-lookups-and-data-transformation-a.mp4
|
MP4
|
21 MB
|
|
|
7. chapter-4-visualizing-disaggregated-data-with-pivotcharts-a.mp4
|
MP4
|
30.2 MB
|
|
|
7.1 ch2_4_Language.EN.vtt
|
VTT
|
6 KB
|
|
|
7.1 ch4_1_Language.EN.vtt
|
VTT
|
6.3 KB
|
|
|
7.2 ch2_4_script.md
|
MD
|
3.1 KB
|
|
|
8. chapter-3--components-of-ai-strategy-a.mp4
|
MP4
|
20.1 MB
|
|
|
8. chapter-3--data-fluent-organization-a.mp4
|
MP4
|
29 MB
|
|
|
8. chapter-3-associations-of-variables-a.mp4
|
MP4
|
18.7 MB
|
|
|
8. chapter-3-feature-selection-for-model-performance-a.mp4
|
MP4
|
11.3 MB
|
|
|
8. chapter-3-model-deployment-a.mp4
|
MP4
|
12.4 MB
|
|
|
8. chapter-3-text-generation-with-pytorch-a.mp4
|
MP4
|
25.2 MB
|
|
|
8. chapter-3-the-way-forward-ai-ethics-a.mp4
|
MP4
|
19.6 MB
|
|
|
8. chapter-4-lookups-and-data-transformation-b.mp4
|
MP4
|
41.3 MB
|
|
|
8. chapter-4-visualizing-disaggregated-data-with-pivotcharts-b.mp4
|
MP4
|
28.6 MB
|
|
|
8.1 ch3_1_Language.EN.vtt
|
VTT
|
3.8 KB
|
|
|
8.1 ch4_2_Language.EN.vtt
|
VTT
|
7.4 KB
|
|
|
8.2 ch3_1_script.md
|
MD
|
4 KB
|
|
|
9. chapter-3--components-of-ai-strategy-b.mp4
|
MP4
|
22.9 MB
|
|
|
9. chapter-3--data-fluent-organization-b.mp4
|
MP4
|
26.6 MB
|
|
|
9. chapter-3-associations-of-variables-b.mp4
|
MP4
|
19.3 MB
|
|
|
9. chapter-3-feature-selection-for-model-performance-b.mp4
|
MP4
|
17.3 MB
|
|
|
9. chapter-3-model-deployment-b.mp4
|
MP4
|
16.3 MB
|
|
|
9. chapter-3-text-generation-with-pytorch-b.mp4
|
MP4
|
22.4 MB
|
|
|
9. chapter-3-the-way-forward-ai-ethics-b.mp4
|
MP4
|
12.2 MB
|
|
|
9. chapter-4-lookups-and-data-transformation-c.mp4
|
MP4
|
10.5 MB
|
|
|
9. chapter-4-visualizing-disaggregated-data-with-pivotcharts-c.mp4
|
MP4
|
2.6 MB
|
|
|
9.1 ch3_2_Language.EN.vtt
|
VTT
|
6.6 KB
|
|
|
9.1 ch4_3_Language.EN.vtt
|
VTT
|
2 KB
|
|
|
9.2 ch3_2_script.md
|
MD
|
2.6 KB
|
|
|
Absenteeism_at_work.csv
|
CSV
|
43.5 KB
|
|
|
Bonus Resources.txt
|
TXT
|
409.6 B
|
|
|
Get Bonus Downloads Here.url
|
URL
|
204.8 B
|
|
|
cookie_cats_subset.csv
|
CSV
|
3.8 MB
|
|
|
covid-dat.csv
|
CSV
|
165.1 KB
|
|
|
generatedsite.csv
|
CSV
|
4.7 KB
|
|
|
webdat.csv
|
CSV
|
13.1 KB
|
