Big Data Courses and Certifications

Microcredential

Data Engineer, Big Data and ML on Google Cloud auf Deutsch

Praktische Einführung in Datenverarbeitungssysteme auf Google Cloud. Entwickeln von End-to-End-Datenpipelines, Analyse großer Datasets und Anwendung von maschinellem Lernen mit Cloud-Tools.

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

Microcredential

Data Engineer, Big Data and ML on Google Cloud em Português

Aprenda a projetar e criar sistemas de processamento de dados no Google Cloud, abordando dados estruturados, não estruturados e streaming, com foco em Big Data e aprendizado de máquina.

• Coursera
• 35 weeks, 2 hours a week
• On-Demand
• Paid Course
• 5 courses

Data Storage and Management for Big Data

Explore SQL vs NoSQL databases, data lakes, warehouses, and ETL/ELT pipelines while mastering structured and unstructured data formats for scalable big data solutions.

• Coursera
• 1 day 53 minutes
• On-Demand
• Paid Course

Real-Time Big Data Access using HBase: Boosting Performance

Explore HBase for real-time big data processing, covering fundamentals, schema design, querying, and deployment strategies. Gain hands-on experience in optimizing performance and scalability.

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

Big Data Tutorial & Training

Learn to analyze, mine, and manage big data effectively with expert guidance on fundamentals, applied techniques, and database systems for academic or professional growth.

• Study.com
• 7 hours 12 minutes
• On-Demand
• Paid Course

Big Data Management and Optimization

Master enterprise big data governance, security, and performance optimization using Microsoft Azure tools for scalable, cost-effective deployments.

• Coursera
• 1 day 5 hours 13 minutes
• On-Demand
• Paid Course

Microcredential

NoSQL, Big Data, and Spark Foundations

Develop essential skills for NoSQL databases, Big Data tools, and Apache Spark. Learn data management, processing, and analytics techniques for large-scale datasets, preparing you for in-demand roles in data engineering and management.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Mathematics of Big Data and Machine Learning

Explore the Dynamic Distributed Dimensional Data Model (D4M) to tackle Big Data challenges using graph theory, linear algebra, and databases. Apply this innovative approach to real-world problems in various fields.

• MIT OpenCourseWare
• On-Demand
• Free Online Course

Google Cloud;  Google Microcredential

Data Engineering, Big Data, and Machine Learning on GCP

Hands-on introduction to designing and building data processing systems on Google Cloud Platform, covering structured, unstructured, and streaming data, with focus on end-to-end pipelines and machine learning.

• Coursera
• 9 weeks, 10 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

NoSQL, Big Data and Spark Fundamentals

Gain hands-on skills in NoSQL databases, Big Data processing tools, and Apache Spark for data engineering and machine learning. Master MongoDB, Cassandra, Hadoop, and Spark MLlib through practical projects.

• edX
• 14 weeks, 2-3 hours a week
• On-Demand
• $247.00
• 3 courses

The Data Scientist’s Toolbox

166 reviews

Introduction to key data science tools and concepts, covering R, RStudio, version control, and data analysis fundamentals for actionable insights.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Paid Course

Machine Learning With Big Data

14 reviews

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Paid Course

Learn to handle big data using PySpark, covering concepts, applications, and practical skills. Explore RDDs, DataFrames, and SQL-like queries for analyzing large datasets in various domains.

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

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 applications and Analytics

1 review

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

• Independent
• On-Demand
• Free Online Course