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Learn to use Apache Spark and Delta Lake for big data analytics with Databricks' 9-week course. Leverage SQL skills to extract valuable insights.
Explore the intricacies of Large Language Models with Databricks' 4-week course. Learn about transformer-based architectures, recent breakthroughs, and multi-modal developments in NLP.
Learn the fundamentals of data science with Databricks in a 6-week course. Gain skills to solve real-world problems and execute your own data science projects.
Sharpen your data science skills with Databricks' 5-week course. Learn unsupervised learning, feature engineering, tree-based models, and improve model performance with hyperparameter tuning.
This course is aimed at developers, data scientists, and engineers looking to build LLM-centric applications with the latest and most popular frameworks. By the end of this course, you will have built an end-to-end LLM workflow that is ready for producti…
Learn computational statistics with Databricks in a 4-week course. Master probability, Bayesian modeling, and inference using Python and Jupyter notebooks.
Learn PyMC3 for Bayesian Modeling and Inference in a 4-week course by Databricks. Gain skills in Python, Jupyter notebooks, and scalable inference.
Learn Markov Chain Monte Carlo methods for Bayesian modeling and inference with Python in a 3-week course by Databricks, taught by Dr. Srijith Rajamohan.
Explore the integration of Presto's low-latency evaluation with Spark's robust execution engine in this short program by Databricks. Delve into their architectures, key differentiators, and the Presto-on-Spark project.
Learn to unify single-host and distributed deep learning using Maggy with Databricks. Master the transition from Python to PySpark in under an hour.
Learn to use Presto, a popular distributed SQL engine for data lake analytics, in under an hour with Databricks. Ideal for ad hoc queries and data analysis.
Learn to architect for data quality in the lakehouse using Delta Lake and PySpark with Databricks. Understand data observability techniques and reliability across metadata, storage, and query engine tiers.
Learn practical methods for data encryption and analytics balance with Databricks in under an hour. Ideal for addressing HIPAA, CCPA, and PCI requirements.
Learn to set up a data lake using DBT, leverage Databricks for heavy lifting, and integrate DBT+Databricks into Azure cloud in less than an hour with Databricks.
Learn to optimize machine learning models using Apache Spark and Hyperopt in this short, practical guide by Databricks. Ideal for those looking to scale up their training with Spark.
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