Big Data Courses and Certifications

Fundamentals of Software Architecture for Big Data

92 ratings at Coursera

Aprende a construir y escalar sistemas distribuidos intensivos en datos, aplicando prácticas de ingeniería de software y microservicios. Ideal para profesionales y graduados recientes en ciencia de datos o informática.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru

3364 ratings at Udemy

Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.

• Udemy
• 3 hours 27 minutes
• Self-Paced
• Paid Course

PySpark & AWS: Master Big Data With PySpark and AWS

3026 ratings at Udemy

Mastering AWS & PySpark: Spark, PySpark, AWS, Spark Ecosystem, Hadoop, and Spark Applications [AWS, Hadoop, Pyspark]

• Udemy
• 18 hours 40 minutes
• Self-Paced
• Paid Course

Taming Big Data with MapReduce and Hadoop - Hands On!

2987 ratings at Udemy

Learn MapReduce fast by building over 10 real examples, using Python, MRJob, and Amazon's Elastic MapReduce Service.

• Udemy
• 5 hours 5 minutes
• Self-Paced
• Paid Course

Software Architecture Patterns for Big Data

31 ratings at Coursera

Transform big data prototypes into production-ready systems. Learn to measure performance, identify bottlenecks, and implement scalable solutions. Design load tests and optimize data stores for high-performance distributed systems.

• Coursera
• 1 day 1 hour 44 minutes
• Self-Paced
• Paid Course

Applications of Software Architecture for Big Data

20 ratings at Coursera

Develop production-ready distributed systems for big data, applying software engineering principles to create loosely coupled, highly cohesive applications with scalable features.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Career Certificate

Data Architect

95 ratings at Udacity

Master data architecture, design systems, handle big data, and implement governance for advanced enterprise solutions.

• Udacity
• 73 hours
• Self-Paced
• Paid Course

A quick tour on Big Data and Business Intelligence

27 ratings at Coursera

Explore key concepts in Big Data and AI, from CAP theorem to Hadoop, NoSQL, and AI building blocks. Gain practical skills through hands-on exercises and case studies.

• Coursera
• 7 hours 15 minutes
• Self-Paced
• Paid Course

Big Data Analysis with Scala and Spark (Scala 2 version)

Apprendre à manipuler et analyser de grands volumes de données distribuées avec Apache Spark et Scala. Maîtriser la programmation fonctionnelle pour le traitement de données parallèles et distribuées.

• Coursera
• 4 weeks, 7 hours a week
• Self-Paced
• Paid Course

Apache Spark 3 & Big Data Essentials in Scala

2296 ratings at Udemy

Learn practical Big Data with Apache Spark DataFrames, Datasets, RDDs and Spark SQL, hands-on, in Scala

• Udemy
• 7 hours 18 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Analytics and Big Data

119 ratings at Coursera

Master relational databases, data preprocessing, and big data technologies to efficiently manage and analyze large datasets using industry-standard tools for data science applications.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

EDUCBA Career Certificate

Spark and Python for Big Data with PySpark

105 ratings at Coursera

Master Apache Spark and PySpark for big data analytics, machine learning, ETL pipelines, and real-time processing to build scalable distributed applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 6 courses

Stanford Seminar - New Platforms for Development Solutions

3 ratings

Explore new platforms for development solutions, focusing on cloud analytics, big data, and open innovation. Insights on Silicon Valley-Asia connections and industry value chains.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

Best Hands-on Big Data Practices with PySpark & Spark Tuning

1542 ratings at Udemy

Semi-Structured (JSON), Structured and Unstructured Data Analysis with Spark and Python & Spark Performance Tuning

• Udemy
• 13 hours 5 minutes
• Self-Paced
• Paid Course

Spark

49 ratings at Udacity

Master how to work with big data and build machine learning models at scale using Spark!

• Udacity
• 8 hours
• Self-Paced
• Free Online Course