Machine Learning Pipeline on Amazon AWS
Learn how to use the machine learning (ML) pipeline with Amazon SageMaker with hands-on exercises and four days of instruction. You will learn how to frame your business problems as ML problems and use Amazon SageMaker to train, evaluate, tune, and deploy ML models. Hands-on learning is a key component of this course, so you’ll choose a project to work on, and then apply the knowledge and skills you learn to your chosen project in each phase of the pipeline. You’ll have a choice of projects: fraud detection, recommendation engines, or flight delays. This 4 day, 32 hour class prepares those pursuing both the AWS Certified Machine Learning Engineer - Associate (Exam MLA - C01) certifications.
About this Course
Select and justify the appropriate ML approach for a given business problem Use the ML pipeline to solve a specific business problem Train, evaluate, deploy, and tune an ML model in Amazon SageMaker Describe some of the best practices for designing scalable, cost-optimized, and secure ML pipelines in AWS Apply machine learning to a real-life business problem after the course is complete
Outline
Day 1 Module 0: Introduction Module 1: Introduction to Machine Learning and the ML Pipeline Module 2: Introduction to Amazon SageMaker Module 3: Problem Formulation
Day 2 Module 3: Problem Formulation (continued) Module 4: Preprocessing
Day 3 Module 5: Model Training Module 6: Model Evaluation
Day 4 Module 7: Feature Engineering and Model Tuning Module 8: Deployment
Exam Details
AWS Exam: MLA - C01 - AWS Certified Machine Learning Engineer - Associate
Exam Pass Guarantee
At Microtrain we are committed to your success! Let us show you the return you get from great tech training. We will personally guarantee that if you take our class and follow our program you will be successfully certified!
Raves & Praise
Scott Wilson - Team Bradley
Employer Partner Feedback
Dawn has been a pleasure to work with. She is diligent in her efforts to give MicroTrain’s students the best opportunities to connect and network with various companies and players in the job market. The curriculums and certification programs are in line with today’s current IT needs. It’s good to see that they evolve with what employers are most seeking out there. I would recommend to any employer that hires skilled IT workers that they look into MicroTrain’s career services department as a potential source of candidates. The business of hiring can be quite costly, and Dawn and her staff provide a free service to outside companies. This value-add for MicroTrain’s students aligns with their mission in both training and job assistance to set up a win/win scenario for all involved.
Ron Cwik
PMP Certification Training, 2008
Great training facility. Great instructors. Great experience.
Jean S.
PMP Certification Training, Lombard, 2008
I was laid off for many months and not really getting many callbacks for my resume and no job offers. After I put the letters PMP on it, not only did I see an increase in quantity, but also quality of interviews. I had been spinning my wheels for 5 months, and after the PMP went on, I had 2 job offers in 6 weeks. It really was the "golden ticket"
Karine Bucci
Project Management
Great class, loved the interaction and team-building exercises. Plenty of materials and learning tools supplied. Although it was a full week's class, never boring. Donna [Russell] was awesome and gave many supporting examples for better understanding.
David
A Cisco Success Story
I attended a resume writing seminar & conducted mock phone interviews with a Microtrain career counselor. These two activities gave me a leg up on distinguishing myself from all the other people looking for work. Since the career counselor's at Microtrain had a track record of getting people hired, their insight and positive past experiences helped me tremendously in getting hired with a Cisco Voice Systems Integrator in the Chicago area. I was hired as a Cisco Voice Tech Engineer with a starting salary of $65,000 / year with a Cisco voice systems reseller located in the Chicagoland area. Microtrain was very instramental in making this a reality. From expediting my WIA grant, to providing excellent hands-on training from knowledgable instructors I was able to achieve becoming certified with my CCNP. Microtrain's career services was the final catalyst in connecting me with this company by communicating with them on my behalf and with me in setting up the interview. One week later and I was hired. No joke. Thanks Microtrain!
Connect with MicroTrain
Begin building a successful long-term career pathway.