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This four-day workshop covers data science and machine learning workflows at scale using Apache Spark 2 and other key components of the Hadoop ecosystem. The workshop emphasizes the use of data science and machine learning methods to address real-world business challenges. Using scenarios and datasets from a fictional technology company, students discover insights to support critical business decisions and develop data products to transform the business. The material is presented through a sequence of brief lectures, interactive demonstrations, extensive hands-on exercises, and discussions. The Apache Spark demonstrations and exercises are conducted in Python (with PySpark) and R (with sparklyr) using the Cloudera Data Science Workbench (CDSW) environment. The workshop is designed for data scientists who currently use Python or R to work with smaller datasets on a single machine and who need to scale up their analyses and machine learning models to large datasets on distributed clusters. Data engineers and developers with some knowledge of data science and machine learning may also find this workshop useful.
Workshop participants should have a basic understanding of Python or R and some experience exploring and analyzing data and developing statistical or machine learning models. Knowledge of Hadoop or Spark is not required.
Very comprehensive materials with a clear presentation. I have been teaching digital forensics for over 10 years and I found this training to be very interesting and on-point
I have completed the course 20778 Analyzing data with Power BI. The instructor Mr. Abhishek Kumar delivered interactive sessions which were impressively informative. He went through the content in detail which showcased that he has a thorough knowledge of the subject matter. He set up a collaborative medium between instructor and students. You can ask questions and he will give you a presenter view where you can share what you have learnt. Cisco training has given me ample exposure to the field. The trainers were good and provided conceptual understanding for core concepts and technology. They supported me throughout the training and even guided me for job opportunities. I would surely recommend Learnfly Live to everyone.
I've attended Learnfly Live Microsoft SQL Server Self-Paced. It was very useful and enlightening. The training session was great – interactive as well as informative. Trainers were very helpful and offered personal assistance during the training and career guidance after it.
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