Big Data with Apache Spark 3 and Python: From Zero to Expert

Complete bootcamp to learn PySpark, Databricks, Spark Machine Learning, Advanced Analytics, Koalas and Spark Streaming
4.23 (155 reviews)
Udemy
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English
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Big Data with Apache Spark 3 and Python: From Zero to Expert
1 664
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5.5 hours
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Feb 2024
last update
$59.99
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Why take this course?

🚀 Big Data with Apache Spark 3 and Python: From Zero to Expert 📚

Welcome to the Ultimate Big Data Journey with Apache Spark and Python!

Are you eager to dive into the world of Big Data and master Apache Spark using Python? Look no further! This hands-on, comprehensive, and advanced course is tailored for individuals who are serious about learning the intricacies of handling large datasets with Apache Spark. 💻✨

Why Choose This Course?

  • Expert-Led Learning: Engage with a seasoned instructor who brings years of experience in Big Data technologies.
  • Real-World Skills: Gain practical knowledge that translates directly to real-world applications, enhancing your marketability as a data professional.
  • Complete Curriculum: From the fundamentals to complex concepts, this course covers it all—RDDs, Spark SQL, Dataframes, Spark Streaming, Machine Learning, Advanced Analytics, and more! 📈
  • Dynamic Content: Learn through a mix of lessons, downloadable study guides, hands-on exercises, and use cases to solidify your understanding.
  • Modern Technologies: Master the latest tools and platforms, including Databricks and cloud integration like Azure, ensuring you're equipped for today's data ecosystems. 🌩️

Course Highlights:

  • Foundation to Advanced: We take you on a journey from understanding the basics of Big Data to mastering Apache Spark's most advanced features.
  • Visual Learning: Benefit from clear explanations and professional advice delivered through engaging PowerPoint presentations.

Course Breakdown:

  1. Introduction to Big Data and Fundamentals of Apache Spark 🔍
    • Get acquainted with the Big Data landscape and explore the core functionalities of Apache Spark.
  2. Installation of Apache Spark and Libraries 🛠️
    • Learn how to set up Apache Spark along with essential libraries like Anaconda, Java, etc., ensuring you have a solid development environment.
  3. Spark RDDs 📊
    • Understand the Resilient Distributed Dataset (RDD) as the foundational abstraction in Apache Spark.
  4. Spark Dataframes and SQL 🗃️
    • Master Dataframes and SQL operations for efficient data manipulation and analysis.
  5. Advanced Features with Apache Spark 🚀
    • Explore advanced Apache Spark capabilities to handle complex datasets and computations.
  6. Advanced Analytics and Data Visualization 📈
    • Learn how to perform sophisticated analytics and create meaningful data visualizations.
  7. Spark Koalas 🐘
    • Dive into the Koalas API for scalable pandas-like data manipulation.
  8. Machine Learning with Spark MLlib 🧬
    • Unleash the power of Spark MLlib for building robust machine learning models.
  9. Spark Streaming 🏃‍♂️
    • Tackle real-time data processing and analysis using Apache Spark Streaming.
  10. Spark GraphX 📋
    • Understand graph computation with Spark GraphX and its applications in network analysis, recommendation systems, etc.
  11. Databricks 🌐
    • Explore the Databricks workspace and learn how to leverage it for Big Data projects.
  12. Spark in the Cloud (Azure) ☁️
    • Get hands-on experience with deploying Apache Spark on cloud platforms like Azure.

Join Us Today for an Unparalleled Learning Experience!

  • Immediate Access: Kickstart your learning journey right away with lifetime access to course materials.
  • Comprehensive Resources: Receive a PDF e-book on Apache Spark, downloadable project files and code samples, and hands-on exercises to test your knowledge.
  • Expert Support: Enjoy 1 to 1 expert support to guide you through any challenges you might face.
  • Community Interaction: Engage with peers in our course question and answer forum to share insights and learn together.
  • Satisfaction Guaranteed: We're confident about the value of this course, which is why we offer a 30-day money-back guarantee—no questions asked! 🛡️

Ready to Become a Big Data Expert?

Embark on your learning adventure now and unlock a wealth of opportunities in the field of data science and analytics. With Apache Spark and Python at your fingertips, there's no limit to what you can achieve! 🚀✨

Course Gallery

Big Data with Apache Spark 3 and Python: From Zero to Expert – Screenshot 1
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06/11/2022
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11/11/2022
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