Big Data Courses and Certifications

Microcredential

Computational Social Science

133 reviews

Explore modern computational tools to analyze digital footprints, uncover social patterns, and simulate hypothetical scenarios. Gain insights into human behavior and societal dynamics using cutting-edge research methods.

• Coursera
• 26 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Data Engineering with AWS

7 reviews

Learn to design data models, build warehouses and lakes, automate pipelines, and work with massive datasets using AWS. Gain practical skills in ETL, PostgreSQL, Cassandra, Spark, and Airflow.

• Udacity
• 1 month 3 weeks 6 days 21 hours 12 minutes
• On-Demand
• Paid Course

Introduction to Big Data

34 reviews

Explore Big Data fundamentals, including key concepts, applications, and the Hadoop framework. Learn to identify Big Data problems and extract value using a 5-step analysis process.

• Coursera
• 18 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

NPTEL;  IIT Patna

Big Data Computing

13 reviews

Comprehensive exploration of big data technologies, covering Hadoop, Spark, key-value stores, streaming analytics, machine learning, and graph processing for large-scale data analysis and insights.

• YouTube
• 19 hours
• On-Demand
• Free Video

Algorithms for Big Data

6 reviews

Explore advanced algorithmic techniques for handling massive datasets, enhancing your ability to process and analyze big data efficiently.

• YouTube
• 1 day 10 hours
• On-Demand
• Free Video

Microcredential

Big Data

16 reviews

Gain hands-on experience with big data tools and systems. Learn to organize, analyze, and interpret data for better business decisions. Apply insights to real-world problems through predictive modeling and graph analytics.

• Coursera
• 35 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

Big Data Analytics in Healthcare

In this course, we introduce the characteristics of medical data and associated data mining challenges on dealing with such data. We cover various algorithms and systems.

• Udacity
• 8 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Big Data Is -At Least- Four Different Problems

Explore the multifaceted nature of Big Data, its challenges, and emerging solutions in this Stanford seminar, covering volume, velocity, variety, and analytics approaches.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Online Course

Big Data, Big Impact - Preventing Drug Interactions, Understanding Behavior, and Climate Change

Stanford professors explore data-driven solutions for drug interactions, human behavior, and climate change, showcasing innovative applications of big data in engineering and science.

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

The End of Privacy

Digital behavior reveals intimate traits, revolutionizing assessment but posing privacy risks. Explores benefits and pitfalls of Big Data in measuring personality, intelligence, and views through digital footprints like social media and browsing logs.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Stanford Seminar - Mobilizing the Future

Experts from Ford and Lyft discuss innovation in transportation, focusing on sustainability, urbanization, and the convergence of technologies in a changing ecosystem.

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

Microcredential

Data Streaming

147 ratings at Udacity

Develop real-time data processing skills using Apache Spark, Kafka, and streaming technologies. Build fluency in modern data engineering tools and create live analytics applications.

• Udacity
• 2 months 2 weeks 3 days 12 hours
• On-Demand
• Paid Course

Graph Analytics for Big Data

6 reviews

Explore graph analytics techniques to model, store, and analyze network structures using tools like Neo4j. Learn to apply these skills to real-world data problems and gain insights from complex datasets.

• Coursera
• 11 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Managing Big Data with MySQL

6 reviews

Learn to manage and analyze big data using MySQL. Gain practical skills in database design, querying, and data manipulation. Develop expertise in extracting valuable insights from large datasets for business decision-making.

• Coursera
• 1 day 3 hours 2 minutes
• On-Demand
• Free Online Course (Audit)

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

• Udacity
• 3 months 2 weeks 3 days 17 hours 36 minutes
• On-Demand
• Paid Course