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1. Course Overview - Oracle Cloud Infrastructure Data Science Professional
5 months ago
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Oracle Cloud Infrastructure Data Science Professio
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1. Course Overview - Oracle Cloud Infrastructure Data Science Professional
Psycho Killer
5 months ago
0:56
2. Expert Tips: Intro - Oracle Cloud Infrastructure Data Science Professional
Psycho Killer
5 months ago
15:17
3. Data Science: Introduction - Oracle Cloud Infrastructure Data Science Professional
Psycho Killer
5 months ago
13:12
4. ADS SDK Overview - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
12:10
5. Tenancy Configuration Basics - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
3:26
6. Configure a Tenancy with OCI Resource Manager - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
7:01
7. Networking for Data Science - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
4:46
8. Authenticate to OCI APIs - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
5:43
9. Projects - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
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10. Notebook Sessions - Oracle Cloud Infrastructure Data Science Professional
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13:15
11. How to Work with JupyterLab - Oracle Cloud Infrastructure Data Science Professional
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12. Conda Environments: Overview - Oracle Cloud Infrastructure Data Science Professional
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14:23
13. Data Science Conda Environments - Oracle Cloud Infrastructure Data Science Professional
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10:54
14. Manage Conda Environments - Oracle Cloud Infrastructure Data Science Professional
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15. Demo: Manage Conda Environments - Oracle Cloud Infrastructure Data Science Professional
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16. OCI Vault: Introduction - Oracle Cloud Infrastructure Data Science Professional
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17. Using OCI Vault in OCI Data Science - Oracle Cloud Infrastructure Data Science Professional
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20:45
18. Code Repositories (Git) - Oracle Cloud Infrastructure Data Science Professional
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9:51
19. Demo: Code Repositories (Git) - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
14:05
20. ML Lifecycle: Overview - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
9:31
21. Access Data - Oracle Cloud Infrastructure Data Science Professional
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12:04
22. Data Preprocessing - Oracle Cloud Infrastructure Data Science Professional
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3:55
23. Demo: Data Preprocessing - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
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24. Data Visualization - Oracle Cloud Infrastructure Data Science Professional
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3:16
25. Model Training - Oracle Cloud Infrastructure Data Science Professional
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26. Expert Tips: Training a ML model on OCI - Oracle Cloud Infrastructure Data Science Professional
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27. Oracle AutoML: Introduction - Oracle Cloud Infrastructure Data Science Professional
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28. Demo: Oracle AutoML - Oracle Cloud Infrastructure Data Science Professional
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29. Hyperparameter Tuning: ADSTuner - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
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30. Model Evaluation - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
2:03
31. Expert Tips: ADS Evaluators - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
12:53
32. Model Explanations: Global Explainer - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
7:50
33. Model Explanations: Local Explainer - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
1:39
34. Expert Tips: Explainers - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
9:00
35. Model Catalog: Overview - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
6:20
36. Model Serialization - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
10:16
37. Model Deployment - Oracle Cloud Infrastructure Data Science Professional
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38. Demo: Model Deployment - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
1:26
39. Expert Tips: Hugging Face - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
20:07
40. Demo: Model Deployment using Tensor Flow - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
2:10
41. LLM Training & LangChain Integration - Oracle Cloud Infrastructure Data Science Professional
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3:14
42. Demo: Deploy LangChain based RAG to OCI Data Science - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
9:23
43. Demo: OCI Data Science Operators - Oracle Cloud Infrastructure Data Science Professional
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3:21
44. Demo: OCI AI Quick Actions - Oracle Cloud Infrastructure Data Science Professional
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45. MLOps Architecture - Oracle Cloud Infrastructure Data Science Professional
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10:14
46. Data Science Jobs - Oracle Cloud Infrastructure Data Science Professional
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3:03
47. Demo: Create Artifacts - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
4:49
48. Demo: Create and Manage Jobs - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
6:18
49. Demo: Start and Manage a Job Run - Oracle Cloud Infrastructure Data Science Professional
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3:51
50. Demo: Scaling - Oracle Cloud Infrastructure Data Science Professional
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5:07
51. Jobs Monitoring and Logging - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
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52. Data Science Pipeline - Oracle Cloud Infrastructure Data Science Professional
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15:32
53 . Demo: Data Science Pipeline - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
7:01
54. Model Deployment: Autoscaling - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
1:04
55. Expert Tips: Pipelines - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
10:58
56. Spark Applications, Data Flow, and Data Science - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
2:17
57. Oracle Open Data - Oracle Cloud Infrastructure Data Science Professional
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5 months ago
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58. OCI Data Labeling - Oracle Cloud Infrastructure Data Science Professional
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29. Demo: Block Volume - Oracle Cloud Infrastructure Foundations
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27. Demo: Object Storage - Oracle Cloud Infrastructure Foundations
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