Big Data & Machine Learning Fundamentals Training

Live Online & Classroom Enterprise Training

This course introduces the Google Cloud big data and machine learning products and services.

Looking for a private batch ?

Enterprise Reporting
Lifetime Access
CloudLabs
24x7 Support
Real-time code analysis and feedback

What is Big Data & Machine Learning Fundamentals Training about?

This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.

What are the objectives of Big Data & Machine Learning Fundamentals Training ?

• Identify the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning.

• Design streaming pipelines with Dataflow and Pub/Sub.

• Analyze big data at scale with BigQuery.

• Identify different options to build machine learning solutions on Google Cloud.

• Describe a machine learning workflow and the key steps with Vertex AI.

• Build a machine learning pipeline using AutoML.

Who is Big Data & Machine Learning Fundamentals Training for?

• Data Analysts

• Data Engineers

• Data Scientists

• ML Engineers

What are the prerequisites for Big Data & Machine Learning Fundamentals Training?

None

Available Training Modes

Live Online Training

4 Hours

Self-Paced Training

4 Hours

Course Outline Expand All

Expand All

Module – 1: Big Data and Machine Learning on Google Cloud

Module – 2: Data Engineering for Streaming Data

Module – 3: Big Data with BigQuery

Module – 4: Machine Learning Options on Google Cloud

Module – 5: The Machine Learning Workflow with Vertex AI

Who is the instructor for this training?

The trainer for this Big Data & Machine Learning Fundamentals Training has extensive experience in this domain, including years of experience training & mentoring professionals.

Reviews

My outlook on training changed completely after attending SpringPeople BPC training. The content, the trainer and infrastructure at SpringPeople were top notch and perfectly in tune with the industry requirements. Regardless to say, training is now something that I look forward to to. Kudos to everyone at SpringPeople!

Shweta Priya

Sony

I attended the 3-day AngularJs training at SpringPeople. The trainer was an industry veteran with vast experience in the subject. Notably, the hands-on training, and the Q&A session stood out. Overall, I found SpringPeople a great place to learn with excellent facilities and great trainers. Would recommend SpringPeople to my colleagues and friends.

Swati Singh

I attended the training on API Design for Mulesoft. The sessions were well planned and value-laden. I benefited immensely from the hands-on experience enabled through virtual labs. I would like to specifically commend the efficiency of the support team who were always available to resolve my concerns.

Nikhil Kohli

Stryker

I attended the jQuery training batch, conducted by Mr. Vijay, an SME who did a thorough coverage of all the essentials. He took us through concepts such as jQuery animations, event handlers, plugins, and jQuery-UI by small programs, very easily. The sessions were useful and well structured. By the end of the training, I was well equipped to develop a SPA on Product Management System. Overall, the learning experience at SpringPeople was great!

Heena Rajan

Mindtree