Udemy - AI Prompt Engineering for Bioinformatics

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Udemy - AI Prompt Engineering for Bioinformatics

Torrent Contents Size: 2.8 GB

Udemy - AI Prompt Engineering for Bioinformatics
Bonus Resources.txt
TXT
102.4 B
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204.8 B
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1 - The AI Revolution in Bioinformatics
1. Welcome & Course Overview.mp4
MP4
36.7 MB
2 - Prompt Engineering (The Only Theory You Need)
10. Role-Based Prompting for Scientific Tasks.mp4
MP4
47.6 MB
11. Context Injection (How to Give AI “Brain”).mp4
MP4
47.2 MB
12. Structured Outputs (Tables, Steps, JSON-style thinking).mp4
MP4
41.1 MB
13. Zero-shot vs Few-shot (When to use what).mp4
MP4
45.3 MB
14. Iterative Prompting (Fixing bad outputs).mp4
MP4
39.6 MB
15. Reducing Hallucinations in Biology.mp4
MP4
36.3 MB
16. Prompt Debugging Framework.mp4
MP4
35.2 MB
3 - Literature, Research & Understanding Papers
17. Summarizing Research Papers Properly.mp4
MP4
66.9 MB
18. Extracting Methods, Results & Key Insights.mp4
MP4
47.2 MB
19. Explaining Complex Biological Concepts.mp4
MP4
24.3 MB
20. Comparing Multiple Papers.mp4
MP4
29.4 MB
21. Generating Literature Review Structures.mp4
MP4
28.2 MB
22. Identifying Research Gaps (Very valuable lecture).mp4
MP4
34.2 MB
23. Turning Papers into Presentations.mp4
MP4
45.1 MB
24. Validating AI Output in Scientific Context.mp4
MP4
51.7 MB
4 - Bioinformatics Workflows & Pipelines with AI
25. Designing NGS Pipelines with AI.mp4
MP4
29.4 MB
26. RNA-seq Workflow (Prompt → Output → Fix).mp4
MP4
24.2 MB
27. Variant Calling Pipelines.mp4
MP4
50.6 MB
28. Metagenomics Workflow Design.mp4
MP4
49.3 MB
29. Tool Comparison Prompts (e.g., BWA vs Bowtie).mp4
MP4
46.8 MB
30. Converting Experimental Design into Pipelines.mp4
MP4
58.3 MB
31. Generating Workflow Diagrams (conceptual).mp4
MP4
23.7 MB
5 - Coding with AI for Bioinformatics
32. Prompting for Python Scripts (Bioinformatics-focused).mp4
MP4
81.6 MB
33. Prompting for R (DESeq2-style thinking, not tool-specific).mp4
MP4
39.2 MB
34. Writing Bash Pipelines.mp4
MP4
57.8 MB
35. Debugging Code with AI.mp4
MP4
28.1 MB
36. Improving Performance & Efficiency.mp4
MP4
29.5 MB
37. Writing Custom Functions.mp4
MP4
56 MB
38. Explaining Code Line-by-Line.mp4
MP4
46.2 MB
39. Making Code Reproducible.mp4
MP4
26.3 MB
6 - Data Interpretation, Writing & Communication
40. Interpreting Bioinformatics Results.mp4
MP4
73.3 MB
41. Explaining PCA, Clustering, Heatmaps.mp4
MP4
29.8 MB
42. Writing Figure Legends.mp4
MP4
55.4 MB
43. Converting Results into Paper Text.mp4
MP4
59.1 MB
44. Writing Research Papers with AI.mp4
MP4
63.4 MB
45. Writing Abstracts & Introductions.mp4
MP4
34.2 MB
46. Improving Scientific Writing Style.mp4
MP4
53.1 MB
47. Maintaining Your Scientific Voice.mp4
MP4
53.6 MB
7 - Advanced Usage & Real-World Strategy
48. Multi-step Prompting (Complex Tasks).mp4
MP4
130.6 MB
49. Building a Personal Prompt Library.mp4
MP4
76.4 MB
50. Using AI as a Research Assistant.mp4
MP4
27.2 MB
51. Hypothesis Generation with AI.mp4
MP4
92 MB
52. Future of AI in Computational Biology.mp4
MP4
106 MB
9. What Makes a Good Prompt (Core Principles).mp4
MP4
63.8 MB
2. What is Generative AI.mp4
MP4
90.7 MB
3. What is Prompt Engineering.mp4
MP4
92.4 MB
4. Large Language Models Explained Simply.mp4
MP4
88.2 MB
5. How AI Understands Biological Language.mp4
MP4
97.8 MB
6. Why Bioinformatics is Perfect for AI Assistance.mp4
MP4
86.9 MB
7. Limitations of AI in Scientific Domains.mp4
MP4
119.4 MB
8. When NOT to Use AI.mp4
MP4
76 MB

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