Introduction to Data Science and Machine Learning

Introduction to Data Science and Machine Learning

Gain hands-on experience and a deep understanding of data science using a proven step-by-step method

What Will I Learn?
  • Turn business problems into data questions.
  • Automate data collection from from files, APIs and more.
  • Build a complete machine learning system using Docker, PySpark, Elasticsearch and Kibana
  • Process large volumes of data using Apache Spark.
  • Understand when and how to apply supervised and unsupervised learning algorithms.
  • Train a supervised learning model and create predictions.
  • Index processed data into Elasticsearch
  • Perform and share a data analysis in a variety of formats including HTML and PDF.
  • Create an interactive dashboard for data analysis and reporting using Kibana
Includes:
  • 9 hours on-demand video
  • 8 Supplemental Resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion

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