WebToolTip com Coursera - LLM Application Engineering and Development Certification Specialization

1. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/01_introduction-to-langchain/02_learning-objectives.mp415.79MB
2. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/01_introduction-to-langchain/03_background-of-langchain.mp443.22MB
3. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/01_introduction-to-langchain/04_langchain-key-concepts.mp429.24MB
4. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/01_introduction-to-langchain/05_compatibility-programming-languages.mp410.44MB
5. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/01_langchain-framework.mp433.08MB
6. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/02_langchain-framework-driven-by-reasoning.mp415.76MB
7. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/03_langchain-components.mp423.92MB
8. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/04_text-embedding-model-and-prompt.mp422.96MB
9. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/05_memory-and-chain-in-langchain.mp427.96MB
10. ~Get Your Files Here !/langchain-and-workflow-design-course/01_foundations-of-langchain/02_architecture-of-langchain/06_architecture-of-langchain-framework.mp436.19MB
11. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/01_working-with-langchain/01_system-requirements-for-langchain.mp445.06MB
12. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/02_a-comprehensive-overview-of-langchain/01_features-of-langchain.mp441.04MB
13. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/02_a-comprehensive-overview-of-langchain/02_data-privacy-and-security.mp428.65MB
14. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/02_a-comprehensive-overview-of-langchain/03_demo-building-a-text-generation-pipeline-with-langchain-and-hugging-faces-flan.mp4170MB
15. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/01_workflow-generative-ai-applications.mp449.11MB
16. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/02_workflow-traditional-applications.mp417.38MB
17. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/03_workflow-traditional-vs-generative-ai.mp430.99MB
18. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/04_generative-ai-integration-into-existing-workflows.mp429.31MB
19. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/05_industrial-application-beautiful-ai-and-bardeen-ai.mp428.48MB
20. ~Get Your Files Here !/langchain-and-workflow-design-course/02_applying-langchain-for-generative-ai-workflows/03_designing-workflow-for-generative-ai-applications/06_key-takeaways.mp45.16MB
21. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/01_model-i-o-prompts-language-models-and-parsers/02_learning-objectives.mp436.79MB
22. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/01_model-i-o-prompts-language-models-and-parsers/03_flow-of-chatbot-application-and-model-i-o.mp436.8MB
23. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/01_model-i-o-prompts-language-models-and-parsers/04_demo-langchain-models-prompts-and-output-parsers.mp4145.7MB
24. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/02_document-loaders/01_chatbot-application-flow-and-document-loaders.mp419.95MB
25. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/02_document-loaders/02_types-of-document-loaders-part-1.mp49.78MB
26. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/02_document-loaders/03_types-of-document-loaders-part-2.mp419.17MB
27. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/03_text-splitters/01_text-splitters-and-its-examples.mp436.36MB
28. ~Get Your Files Here !/langchain-course-for-llm-application-development/01_foundations-of-model-i-o-and-document-processing/03_text-splitters/02_text-splitters-recursive-character-text-splitter.mp410.22MB
29. ~Get Your Files Here !/langchain-course-for-llm-application-development/02_embeddings-and-vector-stores/01_embeddings-in-genai/01_introduction-to-embeddings-in-genai.mp439.57MB
30. ~Get Your Files Here !/langchain-course-for-llm-application-development/02_embeddings-and-vector-stores/01_embeddings-in-genai/02_text-embedding-models-intuition-and-examples.mp427.5MB
31. ~Get Your Files Here !/langchain-course-for-llm-application-development/02_embeddings-and-vector-stores/02_introduction-to-vector-store/01_overview-of-vectorstore-and-its-working.mp440.79MB
32. ~Get Your Files Here !/langchain-course-for-llm-application-development/02_embeddings-and-vector-stores/02_introduction-to-vector-store/02_demo-loaders-text-splitters-embeddings-and-vector-stores.mp4116.91MB
33. ~Get Your Files Here !/langchain-course-for-llm-application-development/03_langchain-retrieval-and-chains/01_langchain-retriever/01_overview-and-examples-of-langchain-retriever.mp431.3MB
34. ~Get Your Files Here !/langchain-course-for-llm-application-development/03_langchain-retrieval-and-chains/02_langchain-chains/01_introduction-and-langchain-chains-and-its-framework.mp439.07MB
35. ~Get Your Files Here !/langchain-course-for-llm-application-development/03_langchain-retrieval-and-chains/02_langchain-chains/02_sequential-chain-and-stuff-chain-in-langchain.mp425.31MB
36. ~Get Your Files Here !/langchain-course-for-llm-application-development/03_langchain-retrieval-and-chains/02_langchain-chains/03_refine-chain-and-map-reduce-chain-in-langchain.mp419.8MB
37. ~Get Your Files Here !/langchain-course-for-llm-application-development/03_langchain-retrieval-and-chains/02_langchain-chains/04_demo-langchain-sequential-chain.mp482.86MB
38. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/01_langchain-memory/01_introduction-to-langchain-memory-and-its-types.mp428.13MB
39. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/01_langchain-memory/02_demo-langchain-memory.mp432.87MB
40. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/02_introduction-to-langchain-agents/01_langchain-agents-and-chat-messages.mp441.03MB
41. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/02_introduction-to-langchain-agents/02_demo-creating-and-utilizing-langchain-agents.mp4146.21MB
42. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/02_introduction-to-langchain-agents/03_demo-running-local-falcon-llm.mp4112.53MB
43. ~Get Your Files Here !/langchain-course-for-llm-application-development/04_langchain-memory-and-agents/02_introduction-to-langchain-agents/04_key-takeaways.mp48.19MB
44. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/01_core-capabilities-of-llms/01_introduction-to-llm-capabilities/02_learning-objectives.mp419.39MB
45. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/01_core-capabilities-of-llms/01_introduction-to-llm-capabilities/03_four-major-capabilities-of-llm.mp414.11MB
46. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/01_core-capabilities-of-llms/02_introduction-to-summarization/01_overview-benefits-limitations-and-industrial-applications-of-summarization.mp439.35MB
47. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/01_core-capabilities-of-llms/02_introduction-to-summarization/02_demo-text-summarizer.mp4196.02MB
48. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/01_core-capabilities-of-llms/03_introduction-to-content-translation/01_overview-benefits-limitations-and-industrial-applications-of-content-translation.mp431.36MB
49. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/02_interactive-and-analytical-llm-applications/01_chatbots-and-virtual-assistants/01_overview-benefits-limitations-and-industrial-applications-of-chatbots-and.mp423.82MB
50. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/02_interactive-and-analytical-llm-applications/01_chatbots-and-virtual-assistants/02_demo-multipdf-qa-retriever-with-chromadb-and-langchain.mp497.16MB
51. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/02_interactive-and-analytical-llm-applications/02_introduction-to-sentiment-analysis/01_overview-benefits-and-limitations-of-sentiment-analysis.mp423.35MB
52. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/02_interactive-and-analytical-llm-applications/02_introduction-to-sentiment-analysis/02_demo-sentiment-analysis.mp449.44MB
53. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/01_introduction-to-benchmarking/01_benchmarking-and-its-steps.mp423.92MB
54. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/01_benchmarks-for-language-models.mp413.9MB
55. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/02_demo-rouge-benchmark.mp483.17MB
56. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/03_need-for-new-benchmarks.mp45.27MB
57. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/04_glue-benchmark-tasks.mp425.77MB
58. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/05_superglue-benchmark-tasks-part-1.mp423.61MB
59. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/06_superglue-benchmark-tasks-part-2.mp414.18MB
60. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/07_beyond-the-imitation-game-benchmark-big-bench.mp44.56MB
61. ~Get Your Files Here !/llm-benchmarking-and-evaluation-training/03_llm-evaluation-and-benchmarking/02_benchmarks-for-evaluating-llms/08_key-takeaways.mp46.34MB
62. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/01_introduction-to-llm-fine-tuning/02_learning-objectives.mp418.25MB
63. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/01_introduction-to-llm-fine-tuning/03_basics-of-llm-fine-tuning.mp420.71MB
64. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/01_introduction-to-llm-fine-tuning/04_fundamentals-of-fine-tuning-of-llm.mp416.8MB
65. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/01_introduction-to-llm-fine-tuning/05_data-preparation-for-llm-tuning.mp423.03MB
66. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/01_introduction-to-llm-fine-tuning/06_demo-data-preparation-for-fine-tuning.mp490.14MB
67. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/01_various-methods-of-fine-tuning.mp426.95MB
68. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/02_supervised-fine-tuning.mp413.07MB
69. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/03_parameter-efficient-fine-tuning-peft.mp420.78MB
70. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/04_parameter-efficient-fine-tuning-peft-methods.mp422.72MB
71. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/05_reinforcement-learning-with-human-feedback-rlhf.mp415.32MB
72. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/06_rlhf-examples-and-applications.mp420.4MB
73. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/07_hyperparameter-tuning-in-fine-tuning.mp47.5MB
74. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/01_foundations-of-llm-fine-tuning/02_fine-tuning-methodologies/08_hyperparameter-tuning.mp423.54MB
75. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/01_evaluation-of-fine-tuning-model/01_optimizing-and-evaluating-fine-tuned-models.mp428.4MB
76. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/01_evaluation-of-fine-tuning-model/02_fine-tuning-and-hyperparameter-optimization.mp46.05MB
77. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/01_evaluation-of-fine-tuning-model/03_fine-tuning-large-language-models.mp410.01MB
78. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/02_hands-on-fine-tuning/01_llm-fine-tuning-frameworks.mp415.98MB
79. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/02_hands-on-fine-tuning/02_llm-fine-tuning-key-libraries-and-platforms.mp416.75MB
80. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/03_fine-tuning-best-practices/01_data-preparation-model-selection-and-monitor-overfitting.mp434.09MB
81. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/03_fine-tuning-best-practices/02_hyperparameter-tuning-bias-awareness-and-model-evaluation.mp417.53MB
82. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/03_fine-tuning-best-practices/03_demo-finetune-falcon-7b-own-instance-llm.mp4231.62MB
83. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/03_fine-tuning-best-practices/04_demo-build-an-image-generation-app-with-langchain-and-openai-dall-e.mp453.04MB
84. ~Get Your Files Here !/llm-fine-tuning-and-customization-training/02_evaluation-implementation-and-best-practices/03_fine-tuning-best-practices/05_key-takeaways.mp43.7MB