MLlib Courses and Certifications

Navigating PySpark MLlib Essentials

Master essential machine learning with PySpark MLlib, from data preparation to model deployment. Learn to train classifiers, make predictions, and evaluate performance using distributed computing.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Taming Big Data with Apache Spark 4 and Python - Hands On!

17907 ratings at Udemy

PySpark tutorial with 40+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!

• Udemy
• 8 hours 49 minutes
• On-Demand
• Paid Course

Devoxx

Introduction to ML with Apache Spark MLlib

Learn to apply machine learning using Apache Spark MLlib for tasks like regression, classification, and clustering. Discover how Java engineers can leverage ML techniques to solve practical problems and distinguish music genres.

• YouTube
• 45 minutes
• On-Demand
• Conference Talk

Big Data Fundamentals with PySpark

19 ratings at DataCamp

Learn the fundamentals of working with big data with PySpark.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Microcredential

Introduction to PySpark

204 ratings at CodeSignal

Master PySpark's distributed computing capabilities for big data processing, from RDDs and DataFrames to SQL operations and machine learning with MLlib, enhancing your data engineering toolkit.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Databricks

Operationalizing Apache Spark MLlib Models with SAS Model Manager

Learn to operationalize Apache Spark MLlib models using SAS Model Manager and Workflow Manager. Discover how to automate and govern the entire model lifecycle, from building to monitoring, accelerating deployment while maintaining control.

• YouTube
• 23 minutes
• On-Demand
• Free Video

Coursera

Diabetes Prediction With Pyspark MLLIB

22 ratings at Coursera

Build a logistic regression model using PySpark MLlib to classify patients as diabetic or non-diabetic, utilizing the Pima Indian Diabetes dataset on Google Colab.

• Coursera
• 1 hour 55 minutes
• On-Demand
• Paid Course

Spark MLlIB

Explore machine learning with Spark MLlib, covering data types, algorithms, decision trees, random forests, and clustering. Gain hands-on experience with various ML techniques and their applications.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Big Data Processing with Hadoop and Spark

Unlock the power of Hadoop and Spark to process massive datasets efficiently through hands-on exercises with HDFS, MapReduce, and real-time analytics frameworks.

• Coursera
• 8 hours 46 minutes
• On-Demand
• Paid Course

Packt

The Ultimate Hands-On Hadoop

Master Hadoop ecosystem: install, program, manage clusters, and analyze big data using HDFS, MapReduce, Pig, Hive, Spark, and more. Gain practical skills for real-world data engineering challenges.

• Coursera
• 19 hours 47 minutes
• On-Demand
• Paid Course

Edureka

Machine Learning with PySpark

Master distributed machine learning using PySpark MLlib to build scalable models, process large datasets, and implement advanced algorithms for classification, regression, and clustering in a big data environment.

• Coursera
• 13 hours 27 minutes
• On-Demand
• Paid Course

EDUCBA

PySpark: Apply & Evaluate Predictive ML Models

Master PySpark's MLlib to build, evaluate, and deploy scalable regression, classification, and clustering models using distributed computing for real-world data analytics.

• Coursera
• 5 hours 15 minutes
• On-Demand
• Paid Course

Apache Spark Essential Training

471 ratings at LinkedIn Learning

Learn how to make Apache Spark work with other Big Data technologies and put together an end-to-end project that can solve a real-world business problem.

• LinkedIn Learning
• 1 hour 2 minutes
• On-Demand
• Free Trial Available

Spark for Machine Learning & AI

146 ratings at LinkedIn Learning

Discover the powerful Apache Spark platform for machine learning. Learn about preprocessing data, applying algorithms to a variety of machine learning problems, and more.

• LinkedIn Learning
• 1 hour 51 minutes
• On-Demand
• Free Trial Available

Nvidia

GPU-Acceleration for Pandas, NetworkX, and Apache Spark MLlib - Accelerating Data Science Tools

Discover GPU-accelerated data science tools for pandas, NetworkX, and Apache Spark MLlib. Learn about RAPIDS cuDF, accelerated data processing, and optimizing machine learning pipelines for enhanced performance and accessibility.

• YouTube
• 21 minutes
• On-Demand
• Free Video