Overview - FASTEST WAY TO BECOME AI/ML Engineer

• This RoadMap suggest fastest way to become a AI/ML Engineer in sequential manner.
• Free Resources are available at the bottom of the page.
• NOTE: RoadMap will not work automatically, you have to work hard to become AI/ML Engineer, otherwise there are millions of people (now AI as well) to replace you.

If you want to purchase things without watching the price tag, then you have to work hard without watching the clock!!!

Programming

• Python
• DSA (Python)
• SQL

Introduction to AI

• Introduction to AI
• Machine Learning Terminolgy and Process
• Fundamentals of Generative AI for Beginners

Cloud

• AWS (Preferred)
• Azure

Data Processing

• Data Collection
• Data Analysis
• Data PreProcessing
• Feature Engineering

Machine Learning

• Model Building
• Model Training
• Model Tuning
• Model Evaluation

MLOPS

• Blue/green, canary, A/B, shadow deployment/testing
• Inference pipeline
• Scheduler pipeline
• Model explainability
• Detect drift
• Model update pipeline

Projects

• Min. 3 Projects

Interviews

• Make sure you include all important keywords in Resume.
• Layout should be simple.
• Do a Certification.
• Start Applying and Give every Interview.
• Be Curious, Connect with People, real people or on LinkedIn.

If anyone followed same roadmap or want to provide some free material link to all those who are watching this video are welcomed to provide in the comments.

Free Resources Link