An introduction to Python, Data Science and Big Data, plus a deep introduction to the major Big Data technologies for the practitioners working with them. This 5-day course is ideal for people who are currently working as software engineers [...]
  • QADMSPBDA-QA
  • Cena na vyžádání

An introduction to Python, Data Science and Big Data, plus a deep introduction to the major Big Data technologies for the practitioners working with them. This 5-day course is ideal for people who are currently working as software engineers with data, or in business intelligence, looking for a level-up to the next stage of large data analysis skills and contemporary patterns of Data Science. You will learn how to work and model large sets of data and understand the statistical mathematical models behind it. You'll also work with SQL and NoSQL trends and understand how to create an effective hypothesis-approach way of working with data and discerning really measurable statistical outcomes. Target Audience Practitioners of data analysis and fledging data scientists who wish to leverage Big Data technologies such as NoSQL databases, Hadoop and Spark.

  • Fundamentals of Data Science
  • Fundamentals of Machine Learning
  • Fundamentals of Python programming
  • Python's data and numerical packages
  • How to visualise data using Python
  • Different data models
  • What is a NoSQL database, how is it different from a (traditional) Relational Database
  • What is Hadoop
  • What is Spark
  • Write Python programs to manipulate data
  • Use Python to visualise data
  • Query graph databases Neo4j
  • Query column store database Cassandra
  • Query document based database MongoDB
  • Use Hadoop and Spark
  • Use Python Machine Learning libraries to perform predictive analysis

Mám zájem o vybraný QA kurz