Courses

2026
Data Engineering Zoomcamp
Jan 2026 - April 2026
Data talks
Skills: Docker · Postgres · SQL · BigQuery · dbt · Apache Spark · Apache Kafka · Google Cloud Run · pipelines · warehouses · orchestration · batch & streaming
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AI Dev Tools Zoomcamp
Nov 2025 - Jan 2026
Data talks
Skills: AI assistants · agents · MCP · DevOps integration · GitHub Copilot · Cursor · Django · FastAPI · n8n · React · Google Cloud Run
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Machine Learning Zoomcamp
Oct 2025 - Jan 2026
Data talks
Skills: AWS EC2 · AWS Elastic Beanstalk · AWS Kubernetes · AWS Batch · AWS Lambda · Docker compose · BentoML · ONNX · TFLite|Tensorflow · PyTorch · FastAPI · Streamlit · Linear Regression and Feature Engineering · Classification with Logistic Regression · Decision Trees and Ensemble Methods · CNNs · Transfer learning
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2025
Ensuring More Accurate, Generalisable, and Interpretable Machine Learning Models for Bioinformatics
Dec 2025
SIB Swiss Institute of Bioinformatics
Skills: XGBoost · SHAP
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Using Large Language Models for Biodata Exploration: From Theory to Practice
Sep 2025
SIB Swiss Institute of Bioinformatics
Skills: Large Language Models (LLM) · Retrieval-Augmented Generation (RAG) · SPARQL · Qdrant · Chainlit · LangChain · Mistral · Ollama · Groq
Projects
AWS Cloud Technical Essentials
Aug 2025
Amazon Web Services
Skills: EC2 · AWS Lambda · Amazon ECS · Amazon RDS · Amazon DynamoDB · Amazon S3
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Federated Learning in Bioinformatics
Aug 2025
SIB Swiss Institute of Bioinformatics
Skills: Federated Learning
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Generative AI with Large Language Models
May 2025
Amazon Web Services
Skills: LLM Application · Generative Model Architectures · Reinforcement Learning · Model Evaluation
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Introduction to Data Engineering
Mar 2025
Amazon Web Services
Skills: Extract, Transform, Load · Data Pipelines
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2024
Deep Learning Specialization
Oct 2024
DeepLearning.AI
Skills: Transfer Learning · CNatural Language Processing · Image Analysis · Embeddings · PyTorch
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Convolutional Neural Networks
Aug 2024
DeepLearning.AI
Skills: Convolutional Neural Networks · Computer Vision · PyTorch
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Probability & Statistics for Machine Learning & Data Science
Jul 2024
DeepLearning.AI
Skills: Probability · Sampling (statistics) · Probability distribution · A/B testing · Statistical nference · Statistical hypothesis testing · Bayesian statistics
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Structuring Machine Learning Projects
Jul 2024
DeepLearning.AI
Skills: Model Evaluation · Performance Tuning · Transfer Learning · Basics of MLOps (Machine Learning Operations)
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Machine Learning Specialization by DeepLearning.AI, Stanford University
Mar 2024
DeepLearning.AI
Skills: XGBoost · Regression Models · Classification · Artificial Neural Networks · Reinforcement Learning · TensorFlow · PCA
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Mathematics for Machine Learning Specialization
Jan 2024
Imperial College London
Skills: Linear Algebra · Multivariate Calculus · math behind PCA
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