Big Data Courses and Certifications

Career Certificate

Data Engineering, Big Data and ML on Google Cloud en Español

Introducción práctica al diseño y compilación de sistemas de procesamiento de datos en Google Cloud Platform. Aprenda a crear canalizaciones, analizar datos y aplicar aprendizaje automático.

• Coursera
• 8 weeks, 14 hours a week
• Self-Paced
• Paid Course
• 5 courses

Career Certificate

Python, Bash and SQL Essentials for Data Engineering

480 ratings at Coursera

Desarrolla habilidades esenciales en Python, Bash y SQL para la ingeniería de datos con ejercicios prácticos y estrategias aplicables, guiado por ingenieros profesionales.

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

Hadoop Platform and Application Framework

25 ratings

Explore big data tools like Hadoop and Spark, gaining hands-on experience with Map-Reduce and HDFS. Learn to analyze large datasets and understand the core concepts of distributed computing frameworks.

• Coursera
• 1 day 1 hour 32 minutes
• Self-Paced
• Paid Course

Python Project for Data Engineering

849 ratings at Coursera

Hands-on data engineering project applying Python skills for ETL processes, web scraping, and API usage. Develop practical experience in data extraction, transformation, and database loading.

• Coursera
• 10 hours 16 minutes
• Self-Paced
• Paid Course

The Ultimate Hands-On Hadoop: Tame your Big Data!

31082 ratings at Udemy

Data Engineering and Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka + more!

• Udemy
• 14 hours 31 minutes
• Self-Paced
• Paid Course

Design Thinking and Predictive Analytics for Data Products

115 ratings at Coursera

Learn to design predictive models using Python, covering supervised learning, regression, feature engineering, classification methods, and gradient descent. Gain hands-on experience in data manipulation and analysis.

• Coursera
• 8 hours 25 minutes
• Self-Paced
• Paid Course

Apache Spark with Scala - Hands On with Big Data!

18838 ratings at Udemy

Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!

• Udemy
• 8 hours 51 minutes
• Self-Paced
• Paid Course

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

17969 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
• Self-Paced
• Paid Course

Cloud Data Engineering

92 ratings at Coursera

Develop data engineering skills for cloud computing, covering serverless pipelines, ETL, databases, and storage. Apply best practices through hands-on projects using AWS, Azure, or GCP.

• Coursera
• 1 day 17 hours 11 minutes
• Self-Paced
• Paid Course

Data Engineering for Beginners: Learn SQL, Python & Spark

8249 ratings at Udemy

Master SQL, Python, and Apache Spark (PySpark) with Hands-On Projects using Databricks on Google Cloud

• Udemy
• 2 days 7 hours 57 minutes
• Self-Paced
• Paid Course

ETL and Data Pipelines with Shell, Airflow and Kafka

459 ratings at Coursera

Learn to build data pipelines using Shell, Airflow, and Kafka. Master ETL and ELT processes, explore tools for data extraction, transformation, and loading, and gain hands-on experience with Apache Airflow and Kafka.

• Coursera
• 17 hours 47 minutes
• Self-Paced
• Paid Course

CertNexus

Promote the Ethical Use of Data-Driven Technologies

295 ratings at Coursera

Explore ethical considerations in data-driven technologies, focusing on bias, privacy, and ethical principles. Learn to advocate for responsible use of emerging tech in AI, machine learning, and data science.

• Coursera
• 20 hours 46 minutes
• Self-Paced
• Paid Course

AI Skills for Engineers: Data Engineering and Data Pipelines

2 ratings

Learn essential data engineering skills for AI applications, including SQL pipelines, Python notebooks, pandas data manipulation, and data visualization with Seaborn, to build a foundation for future AI and ML development.

• edX
• 6 weeks, 5-7 hours/week
• Self-Paced
• Free Certificate

Career Certificate

Emerging Technologies: From Smartphones to IoT to Big Data

2161 ratings at Coursera

Explore cutting-edge tech: Big Data, IoT, smartphones, AR, cloud computing. Gain expert knowledge for research, development, and strategic planning in advanced science and technology fields.

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

Data Creation and Collection for Artificial Intelligence via Crowdsourcing

Learn to leverage crowdsourcing for high-quality data collection in AI, covering quality control, factors affecting data quality, and strategies for efficient data creation and model evaluation.

• edX
• 6 weeks, 4-5 hours/week
• Self-Paced
• Free Certificate