Data Science Courses and Certifications

Unlimited Data Science Libraries in One Container Image - Dynamic Environment Modules for Kubernetes

Explore how to leverage environment modules in Kubernetes for data science, enabling dynamic access to thousands of libraries and packages while solving container management challenges.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

EuroPython Conference

The Beginner’s Data Science Project Checklist

Aprenda dicas essenciais para projetos de ciência de dados, desde definição de requisitos até apresentação de resultados, com foco em reprodutibilidade, documentação e ferramentas Python úteis.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Python Data Science with VS Code and Azure

Discover how Native Notebooks in VS Code enhance data science workflows and learn to deploy machine learning models using Azure Machine Learning service for improved productivity and efficiency.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

PyAutoFit - A Classy Probabilistic Programming Language For Data Science

Explore Bayesian inference with PyAutoFit, a probabilistic programming language for data science. Learn core features, model composition, and advanced tools for big data analysis and parallel computing.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Docker and Python - Making Them Play Nicely and Securely for Data Science and ML

Learn Docker best practices for data-intensive Python applications, covering image optimization, security, automation, and efficient deployment workflows in Data Science and Machine Learning contexts.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Supercharge Your Data Science Workflow with Notebooks, VS Code, and Azure

Enhance data science productivity using Notebooks, VS Code, and Azure. Learn efficient tools and techniques to streamline your workflow and boost project outcomes.

• YouTube
• 25 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

How Can You Use Open Source Materials to Learn Python and Data Science

Discover open-source resources for learning Python and data science, explore community support, and understand the benefits of combining these skills for career growth.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

Bridging the Gap - From Data Science to Production

Explore strategies to overcome challenges in transitioning data science projects from concept to production, addressing technical, organizational, and quality assurance aspects for successful implementation.

• YouTube
• 50 minutes
• Self-Paced
• Conference Talk

EuroPython Conference

A Gentle Introduction to Data Science

Explore data science fundamentals, from AI's influence to practical machine learning in Python. Covers key concepts, problem-solving applications, and essential Python tools for aspiring data scientists.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Designing Azure Data Science and AI Projects

Aprenda a diseñar proyectos de ciencia de datos e IA en Azure, desde la comprensión del negocio hasta la implementación, utilizando un enfoque práctico basado en equipo y las últimas tecnologías disponibles.

• YouTube
• 2 hours 5 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Power of Electric Snakes! PySpark for Big Data and Data Science

Learn to harness PySpark for big data analytics, covering RDDs, DataFrames, transformations, and machine learning. Gain practical skills for efficient data processing and analysis using Python and Spark.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Data Munging to Wrangling - 7 Steps to Mastering Data Preparation for Data Science

Discover essential techniques for data preparation in AI/ML projects. Learn to source, clean, and transform data effectively, enhancing the quality and predictive power of machine learning models.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Operationalize Data Science for Advanced Decision Support

Learn to develop and integrate predictive models using Azure Machine Learning, enhancing organizational decision-making through data science principles, best practices, and a real-world case study.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Stepping into Data Science - Predictive Analytics

Explore data science processes, feature engineering, and predictive analytics using Python. Learn to create training and predictive experiments with practical examples and machine learning techniques.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

PASS Data Community Summit

Data Science in Power BI Desktop - Achieving AI Analytics

Explore advanced data science techniques for custom visuals in Power BI, enhancing your ability to create AI-driven analytics and insightful visualizations.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk