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Florian Nègre

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Certifications & Technical references

Credentials that back the methodology. Always learning, never static.

Certifications
DEEPLEARNING.AI - Andrew ng
LangChain for LLM Application Development
LangChain pipelines, LLM chaining, agents, memory management, proprietary data integration
Certified
AWS
Machine Learning for Business & Technical Decision Makers
ML strategy, use case identification, build vs. buy evaluation frameworks
Certified
Anthropic & UCC Ireland
AI Fluency: Framework & Foundations
AI fundamentals, responsible deployment, enterprise integration frameworks
Certified
Databricks
Data Engineering Fundamentals
Data pipelines, lakehouse architecture, ETL processes
Certified
Databricks
Generative AI Fundamentals
LLM architectures, prompt engineering, GenAI application design
Certified
KNIME
AI Chatbots, RAG & Governance
RAG pipelines, chatbot architecture, AI governance frameworks
Certified
KNIME
GenAI & Data Workflows
Generative AI integration into data processing and automation workflows
Certified
Amplitude
Data Analytics
Product analytics, behavioral cohorts, retention and funnel analysis
Certified
HarvardX, Harvard School of Engineering & Applied Sciences
Machine Learning & AI with Python
Supervised and unsupervised learning, neural networks, practical ML applications
In progress
Anthropic
Introduction to Model Context Protocol
MCP architecture, tool integration, agentic AI system design
In progress
Anthropic
Model Context Protocol: Advanced Topics
Advanced MCP patterns, multi-server orchestration, production deployment strategies
In progress
Anthropic
Teaching AI Fluency
4D Framework instruction, AI fluency assessment design, curriculum integration for educators
In progress
NVIDIA
Evaluating RAG and Semantic Search Systems
RAG evaluation metrics, semantic search quality assessment, retrieval performance benchmarking
In progress

Technical references & ongoing learning
Databricks
Generative AI Engineering
Production GenAI systems, fine-tuning, deployment pipelines, evaluation
Course completed
Anthropic
Prompt Engineering
Advanced prompting techniques, system design, Claude optimization
Course completed
M. Labonne
LLM Fundamentals, Architecture & Engineering
Transformer architectures, fine-tuning, RLHF, deployment optimization
Course completed
PACKT - Henry Habib
Open AI API
Build intelligent applications including chatbot, virtual assistants, and content generators
Cookbook
O'REILLY - Chip Huyen
AI Engineering
Building applications with foundation models
Cookbook
O'REILLY - Chip Huyen
Designing Machine Learning Systems
An iterative process for production-ready applications
Cookbook
PACKT - Ben Auffarth, Leonid Kuligin
LLM Engineer's Handbook
Master the art of engineering large language models from concept to production
Cookbook
PACKT - Ben Auffarth, Leonid Kuligin
Generative AI with LangChain
Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph
Cookbook
MIT Press - John V. Guttag
Introduction to computation and programming using Python
Application to understanding data
Book
MIT AI Risk Initiative - Collective of authors
The AI Risk Repository
A Comprehensive Meta-Review, Database, and Taxonomy of Risks from Artificial Intelligence
Academic Paper
MIT Technology Review - in partnership with DATABRICKS
The great acceleration: CIO perspectives on generative AI
How technology leaders are adopting emerging tools to deliver enterprise-wide AI
Report
DATABRICKS - Joseph Bradley, Rafi Kurlansik, Matt Thomson
The big book of MLOps
MLOps = DataOps + DevOps + ModelOps
eBook
ANTHROPIC - Collective of authors
Building Autonomous AI Agents
The Financial Services Guide
eBook

Credentials evolve. This page is updated as new certifications are completed.

Florian Nègre 👋 Hi, I'm Florian. Struggling with revenue plateau? Let's fix that.
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