New Year Offer - Flat 15% Off + 20% Cashback | OFFER ENDING IN :

Duration

24 Hrs.

Experience & Certified

Trainers

Type of Batch

WeekEnd/WeekDay

Program Formate

Online

Ready to Up-Skill yourself !

Share your details for best career advice.

Google Cloud Machine Learning Engineer Course Syllabus

Curriculum Designed by Experts

Download Curriculum DOWNLOAD CURRICULUM

This training focuses on building and deploying machine learning models using Google Cloud technologies. It covers data processing, model training, evaluation, and deployment using tools like Vertex AI and BigQuery. The course is aligned with the Google Professional Machine Learning Engineer certification, offering practical exposure and real-world scenarios to help learners develop scalable ML solutions and enhance their AI expertise.

  • Understanding business problems and objectives
  • Identifying opportunities for ML implementation
  • Mapping business needs to ML solutions
  • Stakeholder communication and requirement gathering
Download CurriculumDOWNLOAD CURRICULUM

  • Classification vs regression vs clustering
  • Problem framing techniques
  • Supervised vs unsupervised learning
  • Selecting appropriate ML approach
Download CurriculumDOWNLOAD CURRICULUM

  • Setting measurable KPIs and metrics
  • Aligning ML outcomes with business goals
  • Defining success thresholds
  • ROI and performance evaluation
Download CurriculumDOWNLOAD CURRICULUM

  • Data availability and quality issues
  • Ethical and bias considerations
  • Technical and infrastructure limitations
  • Cost and scalability risks
Download CurriculumDOWNLOAD CURRICULUM

  • ML system design principles
  • Scalability and fault tolerance
  • High availability architecture
  • Performance optimization strategies
Download CurriculumDOWNLOAD CURRICULUM

  • Overview of Compute Engine, GPUs, TPUs
  • Hardware selection based on workloads
  • Cost-performance optimization
  • Resource provisioning strategies
Download CurriculumDOWNLOAD CURRICULUM

  • Data security and encryption practices
  • Identity and access management (IAM)
  • Compliance standards (GDPR, HIPAA, etc.)
  • Secure ML pipelines and deployment
Download CurriculumDOWNLOAD CURRICULUM

  • Data visualization techniques
  • Identifying patterns and anomalies
  • Handling missing and inconsistent data
  • Statistical analysis for insights
Download CurriculumDOWNLOAD CURRICULUM

  • Data ingestion and transformation
  • ETL/ELT processes
  • Using BigQuery and Dataflow
  • Automation of data workflows
Download CurriculumDOWNLOAD CURRICULUM

  • Feature selection and extraction
  • Handling categorical and numerical data
  • Feature scaling and normalization
  • Feature transformation techniques
Download CurriculumDOWNLOAD CURRICULUM

  • Selecting ML algorithms
  • Model architecture design
  • Using TensorFlow and Scikit-learn
  • Baseline model creation
Download CurriculumDOWNLOAD CURRICULUM

  • Training strategies and workflows
  • Hyperparameter tuning
  • Handling overfitting and underfitting
  • Distributed training techniques
Download CurriculumDOWNLOAD CURRICULUM

  • Model validation techniques
  • Cross-validation methods
  • Performance evaluation metrics
  • Error analysis and improvement
Download CurriculumDOWNLOAD CURRICULUM

  • Distributed training on cloud
  • Model serving strategies
  • Auto-scaling and load balancing
  • Optimization for latency and throughput
Download CurriculumDOWNLOAD CURRICULUM

  • Pipeline automation with Vertex AI
  • Workflow orchestration
  • Reusable ML components
  • CI/CD integration for ML
Download CurriculumDOWNLOAD CURRICULUM

  • Real-time vs batch predictions
  • Deployment using Vertex AI endpoints
  • API-based model serving
  • Version control and rollback strategies
Download CurriculumDOWNLOAD CURRICULUM

  • Experiment tracking
  • Model versioning
  • Data lineage and governance
  • Audit trails for compliance
Download CurriculumDOWNLOAD CURRICULUM

  • Monitoring model performance
  • Detecting model drift
  • Logging and alerting systems
  • Troubleshooting deployment issues
Download CurriculumDOWNLOAD CURRICULUM

  • Performance optimization techniques
  • Cost vs efficiency trade-offs
  • Improving inference speed
  • Continuous model improvement strategies
Download CurriculumDOWNLOAD CURRICULUM

Free Career Counselling

We are happy to help you 24/7

Google Cloud Professional Machine Learning Corporate Training in Riverside Certification

Multisoft Virtual Academy provides a globally recognized training certificate to the participants, after successful completion of a training program. The training certificates are recognized and accepted across the world.

Multisoft Virtual Academy's training certificate comes with lifetime validity.

Aspirants can directly enroll for the desired course from the Book Now Button in the course page. You can also connect on Whatsapp at +91 8130666206 to talk with a training advisor. Multisoft Virtual Academy also offers customized training programs on a wide range of domains and skills.

All training programs offered by Multisoft Virtual Academy are delivered by certified industry experts, who have years of experience in the relevant domains. Multisoft Global Subject Matter Experts impart knowledge on a wide variety of training courses through one –on-one and corporate training sessions.

Multisoft Virtual Academy training certification can help participants stand out in the competitive job market. Since the training certificates are internationally accepted, participants can showcase their skills and knowledge to employers across the world.
certificate-sample
zoom-in Zoom-in
GET A SAMPLE CERTIFICATE

Multisoft Corporate Training Features

Outcome centric learning solutions to meet changing skill-demand of your organization
Tailored Corporate Trainings

Wide variety of trainings to suit business skill demands

Comprehensive Learning Solution

360° learning solution with lifetime access to e-learning materials

Customize Your Training Program

Choose topics, schedule and even a subject matter expert

Global Subject Matter Experts

Skilled professionals with relevant industry experience

Project Based Training

Customized trainings to understand specific project requirements

Insightful Assessment

Check performance progress and identify areas for development

Free Google Cloud Machine Learning Engineer Assessment

Right from the beginning of learning journey to the end and beyond, we offer continuous assessment feature to evaluate progress and performance of the workforce.

Try it Nowright-arrow
customize time

Related Courses

related-course

Google Cloud AutoML

Google Cloud AutoML

  • Duration: 30 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 550 Enroll Now
related-course

Google Cloud Apigee API Platform

Google Cloud Apigee API Platform

  • Duration: 30 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 550 Enroll Now
related-course

Google Workspace Administration Functions

Google Workspace Administration Functions

  • Duration: 24 Hrs
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 550 Enroll Now
related-course

Professional Cloud Database Engineer

Professional Cloud Database Engineer

  • Duration: 24 Hrs
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 550 Enroll Now
related-course

Cloud Digital Leader Fundamental

Cloud Digital Leader Fundamental

  • Duration: 24 Hrs
  • Subject Matter Expert
  • After Training Support
  • Recorded Sessions
$ 550 Enroll Now
related-course

Google Cloud Tech Stack

Google Cloud Tech Stack

  • Duration: 24 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 400 Enroll Now
related-course

Google Cloud Fundamentals for Azure Professional

Google Cloud Fundamentals for Azure Professional

  • Duration: 24 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Lifetime E-Learning Access
$ 450 Enroll Now
related-course

BigQuery

BigQuery

  • Duration: 24 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Recorded Sessions
$ 500 Enroll Now
related-course

GCP Architect

GCP Architect

  • Duration: 30 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Recorded Sessions
$ 550 Enroll Now
related-course

Google Cloud Security Engineer

Google Cloud Security Engineer

  • Duration: 24 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Recorded Sessions
$ 560 Enroll Now
related-course

Google Cloud Machine Learning Engineer

Google Cloud Machine Learning Engineer

  • Duration: 24 Hrs.
  • Subject Matter Expert
  • After Training Support
  • Recorded Sessions
$ 560 Enroll Now
related-course

Google Cloud Engineer Associate

Google Cloud Engineer Associate

  • 24 Hrs. Instructor-led Online Training
  • Recorded Videos After Training
  • Digital Learning Material
  • Course Completion Certificate
$ 560 Enroll Now

Share details for upskills your team

A Role Based Approach To Digital Skilling

A roadmap for readying key roles in your organization for business in the digital age.

Download Whitepaper

Our Corporate Clients

Guarantee image Guarantee image Guarantee image Guarantee image Guarantee image Guarantee image Guarantee image Guarantee image Guarantee image
View More Clients
whatsapp chat
+91 8130666206

Available 24x7 for your queries

For Career Assistance : Indian call   +91 8130666206