Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/1 - Welcome & How to Use This Course/1 - Course Welcome & Outcomes.mp4 | 19.72 MB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/1 - Cost Optimization Batching & Prompt Trimming.mp4 | 58.62 MB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/2 - Autoscaling Patterns & Backpressure Simulation.mp4 | 46.83 MB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/3 - Rate Limiting & Throttling.mp4 | 46.65 MB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-1-cost-optimization/README.md | 4.18 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-1-cost-optimization/cost_optimization_demo.py | 11.11 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-1-cost-optimization/env | 454 B |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-1-cost-optimization/requirements.txt | 21 B |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-2-autoscaling-backpressure/README.md | 4.5 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-2-autoscaling-backpressure/autoscaling_backpressure_demo.py | 11.99 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-2-autoscaling-backpressure/env | 184 B |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-2-autoscaling-backpressure/requirements.txt | 14 B |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-3-rate-limiting/README.md | 3.84 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-3-rate-limiting/env | 415 B |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-3-rate-limiting/rate_limit_demo.py | 10.68 KB |
| ~Get Your Files Here !/10 - Costs, Scaling & Ops/demo-9-3-rate-limiting/requirements.txt | 14 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/1 - Prompt-Injection Attacks & Mitigations.mp4 | 61.96 MB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/2 - Input Sanitization & Output Validation.mp4 | 52.43 MB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/3 - Data Retention & Redaction.mp4 | 53.32 MB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/README.md | 4.39 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/data/docs/clean_doc.txt | 478 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/data/docs/injected_doc.txt | 1.13 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/env | 246 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/prompt_injection_demo.py | 10.73 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-1-prompt-injection/requirements.txt | 14 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-2-sanitization-validation/README.md | 4.35 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-2-sanitization-validation/env | 312 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-2-sanitization-validation/input_sanitization_demo.py | 11.19 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-2-sanitization-validation/requirements.txt | 14 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-3-data-retention/README.md | 4.53 KB |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-3-data-retention/env | 156 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-3-data-retention/requirements.txt | 14 B |
| ~Get Your Files Here !/11 - Security, Privacy & Responsible AI/demo-10-3-data-retention/retention_redaction_demo.py | 8.86 KB |
| ~Get Your Files Here !/12 - Advanced Topics/1 - Multimodal Basics Image + Text.mp4 | 123.76 MB |
| ~Get Your Files Here !/12 - Advanced Topics/2 - Retrieval at Scale with FAISS Sharding.mp4 | 58.65 MB |
| ~Get Your Files Here !/12 - Advanced Topics/3 - Edge On-Device Inference.mp4 | 115.5 MB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/README.md | 2.66 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/env | 119 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/images/README.txt | 107 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/images/office desk with coffee mug.png | 1.72 MB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/multimodal_demo.py | 5.67 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-1-multimodal-basics/requirements.txt | 23 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/README.md | 4.64 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/code/sharded_faiss_demo.py | 10.77 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/docs/shard_a_product/product_overview.txt | 460 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/docs/shard_b_pricing/billing_and_pricing.txt | 365 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/docs/shard_c_sdk/sdk_mobile.txt | 463 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/env | 431 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-2-faiss-sharding/requirements.txt | 39 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-3-edge-on-device/README.md | 4.71 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-3-edge-on-device/code/edge_inference_demo.py | 5.55 KB |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-3-edge-on-device/env | 418 B |
| ~Get Your Files Here !/12 - Advanced Topics/demo-11-3-edge-on-device/requirements.txt | 31 B |
| ~Get Your Files Here !/13 - Capstone Build, Demo & Reflect/1 - Capstone_Project_Guide.pdf.pdf | 7.75 KB |
| ~Get Your Files Here !/13 - Capstone Build, Demo & Reflect/1 - Plan, Build & Demo Your Project.mp4 | 45.52 MB |
| ~Get Your Files Here !/2 - Quick Foundations/1 - What Is a Language Model.mp4 | 13.95 MB |
| ~Get Your Files Here !/2 - Quick Foundations/2 - Chat Paradigm, Tokens & Temperature.mp4 | 17.3 MB |
| ~Get Your Files Here !/2 - Quick Foundations/3 - Safety Pitfalls & When to Use LLMs.mp4 | 25.79 MB |
| ~Get Your Files Here !/2 - Quick Foundations/4 - Quick OpenAI API Overview.mp4 | 38.4 MB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/1 - Environment & IDE Setup.mp4 | 13.32 MB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/2 - API Keys, Secrets & Best Practices.mp4 | 217.79 MB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/3 - Quick Endpoints with FastAPI & Express.mp4 | 176.51 MB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/README.md | 6.02 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/Start-Both.ps1 | 296 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/Start-FastAPI.ps1 | 751 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/Start-Node.ps1 | 614 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/Test-Request.ps1 | 950 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/gitignore | 27 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/node-express/app.js | 4.81 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/node-express/env_example | 110 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/node-express/package.json | 216 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/python-fastapi/env_example | 135 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/python-fastapi/main.py | 5.05 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/python-fastapi/requirements.txt | 58 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/start-both.sh | 131 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/start-fastapi.sh | 538 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/start-node.sh | 409 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/demo-2-4-live/test-request.sh | 559 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/README.md | 1.8 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/code/app.py | 2.96 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/code/config.py | 714 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/code/requirements.txt | 44 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/code/run.ps1 | 303 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/code/run.sh | 287 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/env_example | 163 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/github-actions-example.yml | 600 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/gitignore | 64 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/logs/expected-outputs.txt | 220 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/mock/summarize_response.json | 388 B |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/secrets_best_practices.md | 1.28 KB |
| ~Get Your Files Here !/3 - Setup, Demo Modes & Reproducibility/module-02-lecture-02-demo/tests/test_config.py | 155 B |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/1 - Iterative Prompt Improvement.mp4 | 68.07 MB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/2 - System vs User vs Assistant Messages.mp4 | 49.65 MB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/3 - Output Schemas & JSON Parsers.mp4 | 119.52 MB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/4 - Prompt Pipelines & Automated Checks.mp4 | 95.53 MB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/5 - Code Generation & Validation.mp4 | 59.19 MB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/demo-3-1-iterative-prompt-improvement/README.md | 2.04 KB |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/demo-3-1-iterative-prompt-improvement/Run-IterativePrompt.ps1 | 492 B |
| ~Get Your Files Here !/4 - Prompt Engineering in Practice/demo-3-1-iterative-prompt-improvement/code/iterative_prompt.py | 5.59 KB |
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