Cours sur les données, l’IA et le cloud

Learn how to work with Claude using the Anthropic API to solve real-world tasks and build AI-powered applications.

Learn how to build your own SQL reports and dashboards, plus hone your data exploration, cleaning, and validation skills.

In this conceptual course (no coding required), you will learn about the four major NoSQL databases and popular engines.

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

Learn data management in Databricks with Delta Lake, including ACID transactions, schema enforcement, and security.

In this course, youll learn about the concepts of random variables, distributions, and conditioning.

Comprenez les enjeux et applications de l’XAI dans ce module d’initiation.

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

Apprenez à prédire à partir de données avec Apache Spark grâce aux arbres de décision, régressions logistique et linéaire, ensembles et pipelines.

Découvrez la plateforme Google Cloud (GCP) grâce à ce cours sur le stockage, le traitement des données et la modernisation des entreprises à laide de GCP.

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

Learn Excel data validation to improve accuracy, create drop-downs, and manage inventory and orders with confidence.

In this interactive course, you’ll learn how to use functions for your Tableau calculations and when you should use them!

Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

Apprenez à utiliser les outils GPT en toute confiance. Découvrez leur fonctionnement, l’art du prompt et l’évaluation des résultats.

Learn to start developing deep learning models with Keras.

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.

Practice data storytelling using real-world examples! Communicate complex insights effectively with a dataset of certified green businesses.

Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.

Discover Snowflake window functions to solve complex data problems with rankings, partitions, and rolling calculations.

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

Learn to work with Plain Old Java Objects, master the Collections Framework, and handle exceptions like a pro, with logging to back it all up!

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.