Smart Professional Course

Smart Professional-Artificial Intelligence and Machine Learning OV-7142

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320+

Instructional Hours

Why Choose This AI & ML Course?

Our comprehensive course curriculum covers everything from fundamentals to advanced techniques, preparing you for a successful career.

320

Instructional Hours

Comprehensive Modules

Lab Hours

Capstone Project

Module	Duration (Hours)	Theory	Lab	Self-Study	Tools/Software
Managing Large DataSets with MongoDB	32	16	16	12	MongoDB 6.x
Application Based Programming in Python	36	18	18	10	Python 3.6.x
Data Science using R Programming	36	18	18	8	R studio 2x or higher
AI Primer	16	16	-	16	NA
AI Applications of NLP	40	20	20	8	NLP Tools and Libraries
AI and ML with Python	40	20	20	12	Python and related libraries
Applied Machine Learning using Python	40	20	20	12	Python , Jupyter Notebook, Google Collab
Deep Learning using Neural Networks	40	20	20	12	DL APIs and Libraries
Capstone Project-Recommendation Engine and Customer Churn Prediction	40	2	38	-	DL, NLP . Python and ML tools
Total Hours	320	150	170	90

Understand the basics of statistical analysis, descriptive statistics, predictive analytics, probability, and Bayes theorem
Gain an understanding of AI
Gain knowledge in NLP and learn the use of AI in NLP
Use important building blocks of AI ML with Python, make data modelling decisions, interpret output of the algorithms, and validate results

Master ML concepts and techniques including supervised and unsupervised learning, mathematical and heuristic aspects, and hands on modeling to develop AI algorithms
Master deep learning concepts and TensorFlow open source framework, implement deep learning algorithms, and build ANN
Develop a real world Capstone project on recommendation engine and perform customer churn prediction