MAchine Learning Engineer Roadmap

Key Competencies and Knowledge
for a Successful AI Engineering Career
MAchine Learning Roadmap
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ML Fundamentals

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Github

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Python

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Advanced Python
(Pandas & NumPy)

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Azure
PySpark

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Azure Databricks

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Azure Machine Learning Studio

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AWS SageMaker

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Time It Takes To Complete?

Everyday
≈ 6-7 Months
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OBJECTS 2

ML Fundamentals

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Azure PySpark

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Azure Databricks

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Azure Machine Learning Studio

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AWS SageMaker

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Time It Takes To Complete?

Everyday
≈ 6-7 Months
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Azure PySpark

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Azure Databricks

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Azure Machine Learning Studio

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AWS SageMaker

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Time It Takes To Complete?

Everyday
≈ 6-7 Months
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Machine Learning Engineer Level Achieved!

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ML Engineer

Average Salary

$1,45,245 year

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Frequently Asked Questions

The Machine Learning Roadmap or Path is a structured learning program that is designed to help learners build their skills in machine learning algorithms, data modeling, and AI-driven solutions. It covers foundational concepts, includes hands-on projects, and advanced techniques to prepare you for real-world ML challenges.
This path is perfect for:
  • Software developers and data scientists who are looking to expand their ML knowledge
  • IT professionals who are interested in exploring AI roles
  • Students and beginners who are eager to learn machine learning from the basics
  • Anyone who is passionate about mastering AI and ML technologies.
A basic level understanding of Python programming and familiarity with basic math and statistics. This course is beginner friendly since it starts with foundational topics.
You’ll master:
  • Supervised and Unsupervised Learning
  • Neural Networks and Deep Learning
  • Reinforcement Learning
  • Evaluation Metrics for ML Models
  • Feature Engineering and Model Optimization
  • Hands-on experience with Azure Machine Learning Studio, PySpark, and Databricks
The program takes 6 to 7 months to complete, which depends on your pace and schedule.
Yes, the path includes real-world ML projects from which you can build predictive models, optimize algorithms, and apply AI to practical scenarios. The roadmap for machine learning helps you develop a strong portfolio.
You’ll benefit from:
  • Mentorship sessions with industry experts
  • Access to a peer community for collaboration
  • Weekly technical calls and Q&A sessions
  • Guest lectures and live discussions
The program is completely online, and it offers:
  • Live interactive classes
  • On-demand video tutorials
  • Reading materials and downloadable resources
  • Real-time mentoring for a personalized learning experience
You will receive a certification from BotCampus AI to validate your expertise in machine learning. This machine learning roadmap for beginners certification increases your career opportunities in AI and data science.
Visit the Machine Learning Path page, select your plan, and enroll! Now you can start your journey to become a machine learning expert!
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