With the exponential development in technology over the years, more and more companies are resorting to the Artificial Intelligence (AI) technology and are experiencing significant growth as a result. The basics of Artificial Intelligence (AI) lie with machine learning. It means basically that we train a machine using a dataset to predict certain values. These predictions are not always 100% accurate but lie in the range of 85-90% accuracy.

Therefore, acquiring knowledge about machine learning is the most important thing one should do before learning anything about Artificial Intelligence (AI). Having a strong foundation in machine learning will help you learn Artificial Intelligence (AI) faster and more efficiently.

But what programming language should we use for machine learning?<br>

Luckily for us, the Python programming language is the most popular programming language for machine learning and programming Artificial Intelligence (AI) systems.

For these reasons, the Certified Machine Learning Professional | CMLP training course by IEMLabs has gained so much recognition in Kolkata and other places. You will be trained by industry professionals who have been working in this field for the past 8-10 years.<br>

The Certified Machine Learning Professional | CMLP by IEMLabs follows a step-by-step approach into machine learning methodologies. After the completion of this course, the students will be able to work on machine learning programs successfully. Using this certification credential, students will be able to apply for Machine Learning Professional and other related job roles.<br>

This programming course stirs a lot of interest in students since IEMLabs provides hands–on training procedures through projects and practical-based classes throughout the entire curriculum of the course.

We at IEMLabs provide both online (through platforms like “Google Hangout Meet”, “Go to Meeting”, “Zoom”, etc.) and offline mode of classes. One of the most important benefits for a student to get trained by IEMLabs is the “One Year Lab Access”, i.e. every student from the date of admission will have access to our “Online Virtual Lab” for practising and getting all notes, pre-recorded videos and tools according to their courses for one year absolutely free of cost.

1. 1. Module – 1: Introduction to Python
   2. Module – 2: Introduction to Machine Learning
   3. Module – 3: Lab Setup
   4. Module – 4: Data Pre-Processing
   5. Module – 5: Regression
   6. Module – 6: Classification
   7. Module – 7: Clustering
   8. Module – 8: Natural Language Processing (NLP)
   9. Module – 9: Dimensionality Reduction
   10. Module – 10: Boosting
   11. Module – 11: Association rule
   12. Module – 12: Reinforcement Learning
   13. Module – 13: Deep Learning
   14. Module – 14: Probability
   15. Module – 15: Application of Machine Learning in Information Security
   16. Module – 16: Project