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The Enroute to AI Career Book written by Mr Kanth(HardCopy) - Unexposed side of an AI Career
C M L A
CERTIFIED MACHINE LEARNING ARCHITECTURE
CERTIFIED MACHINE LEARNING ARCHITECTURE - CMLA
CERTIFIED MACHINE LEARNING ARCHITECTURE
18% MORE CHANCES TO GET PLACED WITH CMLA CERTIFICATION
People with CMLA Certification can reflect corporate requirements in their Machine learning skills. CMLA Certification can help you to build confidence and make you a successful machine learning engineer in real time. We are Aggregated by Independent Global Certification (IGC)
CMLA Certification helps professionals who are learning machine learning or who are working as machine learning developer across industries. This CMLA Certification provide deep knowledge on lifecycle of a machine learning engineer, how to start a machine learning project? Analytics etiquette for a machine learning, Various wastes and mistakes made in Machine learning projects understanding, building and deployment e.t.c.
Agenda
Machine Learning Skill Evaluation
- What are the skillset required from companies for machine learning
-
Skills evaluations for individual participants
Life Cycle Of Machine Learning Developer
- Problem Understanding
-
Data collection -
Data Wrangling -
Choosing right algorithm -
Building Model -
Model Evaluation -
Model Performance Improvement -
Model Finalisation -
Model Deployment -
Model Documentation
Best Practices On Machine Learning
- Scrum Methodology Implementation on Machine Learning
-
Agile CRISP Implementation on Machine Learning
Building Machine Learning Solution Architecture for Banking Domain Project
- Data Flow Design
-
Data Capturing -
Running Machine Learning Engine in AWS using Docker -
Implementations of Jenkins for Machine Learning Deployment
Live Project On Machine Learning Practical
- Design Business Case for Machine Learning
-
Designing Machine Learning Architecture -
Work allocation -
Data Validation -
Data Understanding Phase -
Domain Understanding Phase -
Feature Extraction Phase -
Environment Study and Algorithm Finalisation -
Model Building -
Model Evaluation & Deployment -
Client Feedback or Stakeholder Feedback on Deployed ML Engine -
Performance Improvement -
Change in Tools for better deployment and better features on improvement -
Machine Learning Model Release
How to learn different Machine Learning Tools Faster
- List of tools
-
Google Collabs, Google ML Kit -
Apache Mahout, Apache Spark -
ML Deployment Eco-System Docker, Jenkins, Django, Flask -
Documentation and Github Release
Final Exam on Certified Machine Learning Architect
- Total No Of Questions : 60
-
Multiplechoice Questions : 5 -
Mode Of Exam : Paper Based -
Duration Of Exam : 1Hr 30Mins
Key Benfits
1
PROFESSIONALS
CMLA builds them ready for all real time requirements to handle as a machine learning developer. So they can build right solution, in right time, with proper change management e.t.c.
2
COMPANIES
Hiring right talent on machine learning been a challenging part in every industry due to emergency POC's and urgent and most responsible project on machine learning to deliver
3
CLIENTS
Building a right solution for their current requirement is the only important element from client. Delivering the right machine learning project by satisfying the client is the major requirement.
Examination Pattern
Exam Duration : 90mins
Exam Info
No Of
Questions = 60
Multiplechoice
Questions = 5
Mode = Paper Based
Available Languages = 5
Eligibility For CMLA
-
Machine learning theory and coding knowledge
-
Basic Knowledge on Machine Learning Concepts
-
Knowledge on at least one Machine Learning Algorithm (Linear Regression)
-
Basic Knowledge on Programming
-
Implementation of Machine learning for at least 1 project
Schedule
CMLA ONLINE BATCH
2 DAYS
NO OF TRAINERS
1
LAPTOPS
REQUIRED
MODE
ONLINE
RECORDED
YES
LIVE MENTOR
YES
BATCH STARTS ON
19TH OCTOBER-10:30AM TO 5:30PM
CMLA ONLINE BATCH
2 DAYS
NO OF TRAINERS
1
LAPTOPS
REQUIRED
MODE
ONLINE
RECORDED
YES
LIVE MENTOR
YES
BATCH STARTS ON
23RD NOVEMBER 10:30AM TO 5:30PM
CMLA ONLINE BATCH
2 DAYS
NO OF TRAINERS
1
LAPTOPS
REQUIRED
MODE
ONLINE
RECORDED
YES
LIVE MENTOR
YES
BATCH STARTS ON
21ST DECEMBER-10:30AM TO 5:30PM
How CMLA Can Fill The Gap?
Most of the professionals are good in building machine learning models. But most of the people are not clear with how to start a project from scratch like picking up the current process understanding the data flow, data variance, thinking about best machine learning solution to that particular industry and try to choose right independent and dependent parameter and intermediate release of model and final deployment of ML. Building ML Models for the sake of ROI is important. CMLA helps Machine learning professionals to learn all this areas.
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Reviews on CMLA
TRUE!!! Most of the people feel why this CMLA Certification before getting into this program? Is it worth the money? I'm already got trained on Machine learning, what is the use of it? Even we got the professionals who came with similar mindset.
After the training program and certification exam their view on CMLA is different.Be a better machine learning engineer with CMLA Certification.