TEYE_ADEdimeji

Join Data Science Nigeria OAU! 👋 Dive into data & AI with a community that turns learning into real-world impact. 🚀 *Why join?* ✅ Hands-on workshops & projects ✅ Access to competitions & hackathons 🏆 ✅ Connect with peers & mentors ✅ Get support & motivation

Just started my Machine learning journey

Teams Leads: Damola Adams - DSN OAU Lead Zainab Tairu - DSN OAU Lead Joy Abioye - DSN OAU Lead @oladele_py - Competition Lead @Phoenix669941 - Data Analyst Lead @ireo_tan - Data Analyst Lead @JamesLinky - Deep Learning Lead @stmarkadebayo - Deep Learning Lead

Applied for an internship to gain experience and got rejected because i didn’t have relevant experience 😭

Everyone is ambitious, wait till placement/intern season starts

The Complete LLM & Generative AI Tech Stack Foundation Models & Core Technologies ├── Large Language Models │ ├── OpenAI: GPT-4, GPT-4o │ ├── Anthropic: Claude 3 │ ├── Meta: Llama 2, Llama 3 │ └── Google: Gemini, PaLM 2 ├── Open Source Alternatives │ ├── Mistral AI models │ ├── Falcon, Vicuna │ ├── CodeLlama, StarCoder │ └── Custom fine-tuned models └── Model Architectures ├── Transformer-based ├── Attention mechanisms ├── Encoder-decoder models └── Auto-regressive models Development Frameworks & SDKs ├── Python Libraries │ ├── LangChain, LlamaIndex │ ├── Transformers │ ├── PyTorch, TensorFlow │ └── JAX, Flax ├── API Integration │ ├── OpenAI Python SDK │ ├── Anthropic API │ ├── Google AI Python SDK │ └── REST API wrappers └── Development Tools ├── Jupyter Notebooks ├── VS Code with AI extensions ├── Google Colab, Kaggle └── Weights & Biases Prompt Engineering & Optimization ├── Prompt Design Patterns │ ├── Zero-shot, Few-shot learning │ ├── Chain-of-Thought │ ├── ReAct │ └── Self-consistency, Tree of Thoughts ├── Prompt Management │ ├── Prompt templates │ ├── Version control for prompts │ ├── A/B testing frameworks │ └── Prompt optimization tools └── Advanced Techniques ├── Function calling ├── Tool use & planning ├── Memory management └── Multi-modal prompting RAG & Knowledge Enhancement ├── Retrieval-Augmented Generation │ ├── Vector databases │ ├── Document loaders & parsers │ ├── Embedding models │ └── Hybrid search systems ├── Vector Databases │ ├── Pinecone, Weaviate │ ├── Chroma, Qdrant │ ├── Milvus, Vespa │ └── PostgreSQL with pgvector └── Data Processing ├── Text chunking strategies ├── Embedding generation ├── Semantic search └── Knowledge graph integration Application Patterns & Architectures ├── Common Patterns │ ├── AI Agents │ ├── Conversational AI │ ├── Content generation systems │ └── Code generation ├── System Design │ ├── Chat interfaces │ ├── Streaming responses │ ├── Caching strategies │ └── Rate limiting └── Integration Patterns ├── API gateways for AI services ├── Middleware for LLM call └── Circuit breakers Model Management & Deployment ├── Model Serving │ ├── Hugging Face Inference Endpoints │ ├── AWS SageMaker, Google Vertex AI │ ├── Azure Machine Learning │ └── Custom model servers ├── Fine-tuning │ ├── LoRA, │ ├── Parameter-efficient fine-tuning │ ├── RLHF │ └── Custom training pipelines └── Optimization ├── Quantization ├── Pruning ├── Model compression └── Hardware acceleration Monitoring & Evaluation ├── Performance Metrics │ ├── Latency │ ├── Cost per request tracking │ ├── Token usage analytics │ └── Quality metrics ├── LLM-specific Monitoring └── Evaluation Frameworks Security & Responsible AI ├── Safety Measures │ ├── Content moderation │ └── Ethical guidelines ├── Privacy │ ├── Data anonymization │ ├── GDPR │ └── Audit trails └── Risk Management ├── Bias detection ├── Fairness metrics ├── Transparency reports └── Response plans Emerging Technologies & Future Trends ├── Multi-modal AI │ ├── Vision-Language models │ ├── Audio processing │ ├── Video understanding │ └── Cross-modal retrieval ├── Advanced Architectures │ ├─MoE │ ├── Retrieval-based models │ ├── Neuro-symbolic AI │ └── World models └── Production Considerations Get my Complete LLM and Generative AI Development eBook here: codewithdhanian.gumroad.com/l/gbujqe

Big win🥳...Wrapped up my internship at cyblack.. learned everything from threat intelligence to ethical hacking.. but the real gem? The teamwork + challenges that made me grow. Really grateful to @Cyblackorg and @ireteeh for this opportunity ❤️🙏 and huge thanks to my team 💯

@blmrmc 😹

Every good ML Engineer can relate with the thought

@KeruboSk Tryna decompress and get rid of all the bullshit from earlier in the day. No need to carry that into the home

Generating Barcode using Python

We're looking for my kid sister since yesterday afternoon,she was to go frm Ajah to Epe to stay wit a family friend for her Jamb Exam this morning 9am.Her last statement was "I’m scared I Tink I enter rong car my eyes is itchy e be like I want to slip" We're yet to hear frm her

@Joshua_Ubeku So unnecessary.

An Artist fixed Vinicius Jr.'s face. 💀

Might break my leg standing on business this year

this rn,stepped down with lacasera>>>

@Winifunds A picture of the haircut you paid for

If I pay for your haircut, what do I get in return??

@FabrizioRomano No penalty for Mbappe or Bellingham again😹😹😭

🚨 Vinicius Jr after finishing second at the Ballon d’Or: “I'll do it 10x if I have to. They're not ready”.