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Udemy - Build AI Applications with OpenAI APIs and ChatGPT Models

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1 - Welcome & How to Use This Course

10 - Costs, Scaling & Ops

demo-9-1-cost-optimization

demo-9-2-autoscaling-backpressure

demo-9-3-rate-limiting

11 - Security, Privacy & Responsible AI

demo-10-1-prompt-injection

data

docs

demo-10-2-sanitization-validation

demo-10-3-data-retention

12 - Advanced Topics

demo-11-1-multimodal-basics

images

demo-11-2-faiss-sharding

code

docs

shard_a_product

shard_b_pricing

shard_c_sdk

demo-11-3-edge-on-device

code

13 - Capstone Build, Demo & Reflect

2 - Quick Foundations

3 - Setup, Demo Modes & Reproducibility

demo-2-4-live

node-express

python-fastapi

module-02-lecture-02-demo

code

logs

mock

tests

4 - Prompt Engineering in Practice

demo-3-1-iterative-prompt-improvement

code

demo-3-2-message-structures

code

demo-3-3-output-schemas

code

demo-3-4-prompt-pipelines

code

demo-3-5-code-gen-validation

code

code_generation_demo.py

PY

10.8 KB

5 - Retrieval-Augmented Generation (RAG)

demo-4-1-rag-vs-plain

code

rag_vs_plain_demo.py

PY

8.1 KB

docs

demo-4-2-faiss-index

code

faiss_index_demo.py

PY

10.3 KB

docs

demo-4-3-rag-precomputed

code

build_embeddings_index.py

PY

3.7 KB

rag_precomputed_demo.py

PY

8.1 KB

docs

demo-4-4-context-window

code

context_window_demo.py

PY

10.7 KB

docs

6 - Fine-Tuning & Customization

demo-5-1-dataset-prep

code

dataset_prep_demo.py

PY

6.4 KB

data

raw

demo-5-2-fine-tune-workflow

code

fine_tune_workflow_demo.py

PY

8.6 KB

data

processed

demo-5-3-alternatives

code

alternatives_demo.py

PY

7.1 KB

data

docs

7 - Building Chat Apps Web

demo-6-1-app-architectures

code

app_arch_demo.py

PY

8.2 KB

demo-6-2-streaming-chat

code

streaming_chat_demo.py

PY

4.8 KB

demo-6-3-react-chat-stream

server

main.py

PY

5.6 KB

web

src

components

8 - Agents, Tools & Safe Execution

demo-7-1-agent-basics

agent_demo.py

PY

9.2 KB

demo-7-2-code-exec-sandbox

agent_code_exec_demo.py

PY

9.6 KB

sandbox

__init__.py

PY

0 B

sandbox_runner.py

PY

5.9 KB

tests_catalog.py

PY

2.2 KB

demo-7-3-tool-guardrails

tool_guardrails_demo.py

PY

13.9 KB

9 - Testing, Monitoring & Observability

demo-8-1-llm-testing

llm_testing_demo.py

PY

9.2 KB

demo-8-2-eval-harness

data

eval_harness_demo.py

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8.3 KB

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Understanding and Applying Linear Regression

	._module_5_code.py	PY	1.1 KB
	module_5_code.py	PY	2.7 KB

2 matching files, 60 total files.

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