BIG Data & Data Analytics
GCP Big Data and Machine Learning Fundamentals Training
This course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).
What is GCP Big Data and ML Fundamentals Certification Training About?
The Google Cloud Platform (GCP) Big Data and Machine Learning FundamentaL Training provides an in-depth understanding of GCP’s data processing and machine learning capabilities. This course offers a comprehensive introduction to Google Cloud’s data services, covering BigQuery, Dataflow, Dataproc, AI/ML tools, and TensorFlow.
Through interactive lectures, demonstrations, and hands-on labs, participants will gain practical experience in designing scalable data pipelines, processing large datasets, and implementing machine learning models using GCP’s cutting-edge technologies.
Through interactive lectures, demonstrations, and hands-on labs, participants will gain practical experience in designing scalable data pipelines, processing large datasets, and implementing machine learning models using GCP’s cutting-edge technologies.
Who should take this Training?
This training is ideal for professionals and teams working with Big Data, Data Analytics, and Machine Learning on Google Cloud, including:
- Data Engineers looking to build scalable data processing pipelines
- Data Analysts & Business Intelligence Professionals working with cloud-based analytics
- Machine Learning Engineers & AI Practitioners implementing ML solutions on GCP
- Software Developers & Cloud Engineers transitioning to data-driven applications
- Database Administrators managing large-scale data infrastructure
- Organizations & Teams adopting Google Cloud for data processing and ML
What will you learn in this Training?
By the end of this training, you will be able to:
- Understand Google Cloud Platform’s Big Data & ML services
- Work with BigQuery for large-scale data analytics
- Process real-time and batch data using Dataflow & Dataproc
- Implement data ingestion techniques using Pub/Sub
- Train and deploy machine learning models using AI Platform & TensorFlow
- Optimize performance and scalability of cloud-based data solutions
- Gain hands-on experience through GCP’s interactive labs
Prerequisites for Google Cloud Platform Big Data and ML Fundamentals Certification Training
At least 1 year of experience in one or more of the following:
- Query languages like SQL
- ETL (Extract, Transform, Load) activities
- Data modeling and database management
- Machine learning and statistics
- Programming experience in Python
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