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DataBricks

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About Course

Databricks is a unified data analytics platform that accelerates innovation by bringing together data engineering, data science, and business analytics. This course provides an in-depth understanding of how to leverage Databricks for large-scale data processing, machine learning, and collaborative analytics. You’ll gain hands-on experience with Apache Spark, Delta Lake, and machine learning tools to build scalable, end-to-end data workflows.


Why Choose the Course?

  • Learn how to integrate data engineering and data science workflows using Databricks.
  • Gain practical experience with Apache Spark and its ecosystem for big data processing.
  • Develop expertise in using Databricks’ collaborative notebooks for building machine learning models.
  • Understand how to manage large datasets and perform real-time analytics with Databricks.
  • Master the use of Delta Lake to ensure data reliability and consistency across pipelines.
  • Build proficiency in handling complex data pipelines for end-to-end solutions.
  • Prepare for industry-leading roles in Data Engineering, Data Science, and Big Data Analytics.
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What Will You Learn?

  • Introduction to Databricks and its key components (Apache Spark, Delta Lake, MLflow, etc.).
  • How to set up Databricks and use collaborative notebooks for data analysis.
  • Data ingestion, cleaning, and transformation techniques using Apache Spark.
  • Implementing scalable data pipelines with Apache Spark and Databricks.
  • How to work with Delta Lake for managing data lakes and ensuring ACID compliance.
  • Building machine learning models and deploying them using MLflow.
  • Real-time data processing and analytics with Databricks.
  • Optimizing data workflows for efficiency, speed, and scalability.

Student Ratings & Reviews

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6 years ago
Great clarity in explanations and thoroughly enjoyed the course. I had been working out for quite a while, but a few little things we might miss out from a diet perspective are covered well in detail here.
Especially loved how you structured the entire focus area of dieting into most important ones to lesser ones.