This course is tailored for individuals in AI/ML development or data science roles. It covers the essential skills needed to design, build, deploy, optimize, train, tune, and maintain machine learning (ML) solutions in the AWS Cloud. You’ll learn how to choose the right ML approach for business challenges and identify the appropriate AWS services for implementation.
By the end of the course, you’ll be equipped to design scalable, cost-effective, reliable, and secure ML solutions, gaining hands-on expertise in real-world applications. This course is an invaluable step towards achieving the AWS Certified Machine Learning – Specialty certification, preparing you for the next level in your ML career.
• Analyze various data gathering techniques.
• Techniques for handling missing data effectively.
• Implement feature extraction and selection using Principal Component Analysis
(PCA) and Variance Thresholds.
• Analyze and visualize data for machine learning.
• Implement Kinesis Data Streams for real-time data processing.
• Use AWS Glue service to create crawlers and transform data jobs.
• Analyze modeling concepts and train machine learning models.
• Evaluate the performance of machine learning models.
• Implement automatic model tuning by training a model.
• Understand key concepts behind machine learning algorithms.
• Design regression and classification-based algorithms.
• Explore reinforcement learning and forecasting algorithms.
• Design machine learning solutions optimized for performance, availability,
scalability, resiliency, and fault tolerance.
• Implement the appropriate AWS machine learning services and features for specific
challenges.
• Develop machine learning solutions through practical lab demonstrations.
Upon completing the Artificial Intelligence courses at Netsmartz School, learners will gain the following benefits:
Earn a prestigious course completion badge or certificate, available on the Netsmartz School and Microsoft, highlighting your proficiency in AI
Master key concepts and gain hands-on experience in Artificial Intelligence, making you well-equipped for real-world applications
Enhance your career prospects by showcasing your expertise in AI to potential employers and staying ahead in today's rapidly evolving tech landscape
Our programs are crafted with insights from top industry minds and educators, ensuring you gain skills that truly matter in the real world.
Take on projects that mirror the real challenges of the industry, work with real data, and build practical skills that lead to job-ready expertise.
Gain valuable insights from leading practitioners who bring industry use cases, case studies, and proven strategies into your classroom
Stay on track with 24/7 access to mentors and a community of peers, all ready to help you overcome any challenges along the way.
Quick Links
Copyright Netsmartz Academy. All Rights Reserved
Get in touch with us
