Big Data Analytics Courses and Certifications

Credential

Microsoft Big Data Management and Analytics

Master Microsoft's big data ecosystem through hands-on projects with Azure tools, from data lakes to machine learning, preparing for high-demand analytics roles.

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

Data Analytics and Machine Learning for Big Data

Master machine learning and AI techniques for big data systems using PySpark ML, PyTorch, and Azure tools to build end-to-end ML pipelines and integrate Generative AI workflows.

• Coursera
• 1 day 4 hours 27 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Hadoop Big Data Analytics & Projects Mastery

Master Hadoop ecosystem through hands-on projects in social media, telecom, healthcare & e-commerce using Hive, Pig & MapReduce for scalable big data analytics solutions.

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

BioinformaticsDotCA

Microbiome Summer School- Big Data Analytics for Omics Science 2017

Explore microbiome research through bioinformatics and big data analytics, covering topics from metagenomics to machine learning for biological data and microbiome database mining.

• YouTube
• 9 hours
• Self-Paced
• Free Video

AI Doctoral Academy

Big Visual Data Analytics for Natural Disaster Management - Flood Image Analysis

Discover how big visual data analytics transforms flood image analysis and natural disaster management through advanced AI techniques.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

疫情防控，大数据分析大显身手

战“疫”有“计”第五讲，李国良教授将为大家详细讲述大数据是如何为疫情防控作出贡献的。

• XuetangX
• Self-Paced
• Free Online Course

大数据分析

Dive into 大数据分析技术的理论与实践，从数据获取、预处理到存储系统，掌握Spark、TensorFlow等工具，并通过推荐系统和社交网络分析实践应用技能。

• XuetangX
• Self-Paced
• Free Online Course

大数据分析（全英文）

Master big data analysis fundamentals through hands-on practice with data storing systems, processing algorithms, and real-world applications like recommendation systems and social networks. Includes practical experiments using Spark MLlib and TensorFlow.

• XuetangX
• Self-Paced
• Free Online Course

大数据思维与技术

Master big data analytics, from core architectures to practical applications in cybersecurity, NLP, and bioinformatics. Develop competitive data processing skills and cross-disciplinary thinking while exploring ethical implications and real-world impleme…

• XuetangX
• Self-Paced
• Free Online Course

大数据分析及应用

通过本课程的学习，让学生对大数据分析技术相关基础知识、基本应用路线和实用工具进行深入学习和了解，为后续的涉及大数据分析应用的相关专业课程的学习打下基础。

• XuetangX
• Self-Paced
• Free Online Course

大数据审计

Master Python-based data analysis techniques for modern auditing, covering risk assessment, fraud detection, and machine learning applications while building practical skills in big data auditing methodologies.

• XuetangX
• Self-Paced
• Free Online Course

AWS & Apache Spark: The Complete Big Data Analytics Course

293 ratings at Udemy

Master the cloud. Build scalable data pipelines and train Machine Learning models using Spark, EMR, and SparkSQL.

• Udemy
• 2 hours 20 minutes
• Self-Paced
• Paid Course

Big Data applications and Analytics

1 rating

Explore big data applications and analytics techniques to gain insights from large datasets and drive data-informed decision-making.

• Independent
• Self-Paced
• Free Online Course

Big Data: How Data Analytics Is Transforming the World

48 ratings at The Great Courses Plus

Investigate the information revolution-which is changing everything from marketing to medical care-and learn how to put big data to use in your business and personal life.

• The Great Courses Plus
• 12 hours 36 minutes
• Self-Paced
• Free Trial Available

5 Minutes Engineering

Data Science and Big Data Analytics

Discover big data analytics fundamentals, data collection, cleaning techniques, visualization, and machine learning algorithms through comprehensive Hindi explanations.

• YouTube
• 4 hours 51 minutes
• Self-Paced
• Free Video