Learn the fundamentals of PySpark to manage big data for Python-based machine learning.
The PySpark Essentials for Data Scientists (Big Data + Python) online certification, created by Layla AI - Data Scientist Consultant & Instructor, is offered by Udemy to participants who want to learn the practical PySpark concepts they will need to know daily to become qualified data scientists and data engineers.
PySpark Essentials for Data Scientists (Big Data + Python) online training by Udemy comprises more than 17.5 hours of virtual lessons along with 28 articles and 139 downloadable resources which provide a strong foundation for big data concepts using Python. Participants in the PySpark Essentials for Data Scientists (Big Data + Python) online course will learn about a variety of subjects including data streaming, application development, data wrangling, machine learning, natural language processing, spark structured streaming, hyperparameter tuning, cross-validation, topic modeling, Gaussian mixture modeling, and much more.
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Udemy
After completing the PySpark Essentials for Data Scientists (Big Data + Python) certification course, participants will gain an in-depth understanding of the fundamentals associated with PySpark for data science operation as well as will acquire the knowledge of the techniques to use Python with big data on distributed data frames like Apache Spark. In this PySpark course, participants will explore the fundamentals associated with Spark structured streaming, Spark machine learning, natural language processing, topic modeling, data streaming, Gaussian mixture modeling, cluster analysis, cross-validation, hyperparameter tuning, frequent pattern mining, data wrangling, classification, regression, SQL queries, K means clustering, and data science algorithms. In this PySpark certification, participants will also acquire the skills to develop applications using machine learning as well as will acquire the knowledge of the strategies to manipulate, join and aggregate Dataframes in Spark with Python.
Ms Layla AI Data Scientist Consultant Udemy
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