Smart Professional Course
Smart Professional-Artificial Intelligence and Machine Learning OV-7142
320+
Instructional Hours
Why Choose This AI & ML Course?
Course Overview
Our comprehensive course curriculum covers everything from fundamentals to advanced techniques, preparing you for a successful career.
320
Instructional Hours
0
Comprehensive Modules
0
Lab Hours
0
Capstone Project
| Module | Duration (Hours) | Theory | Lab | Self-Study | Tools/Software |
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| Managing Large DataSets with MongoDB | 32 | 16 | 16 | 12 | MongoDB 6.x |
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| Application Based Programming in Python | 36 | 18 | 18 | 10 | Python 3.6.x |
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| Data Science using R Programming | 36 | 18 | 18 | 8 | R studio 2x or higher |
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| AI Primer | 16 | 16 | - | 16 | NA |
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| AI Applications of NLP | 40 | 20 | 20 | 8 | NLP Tools and Libraries |
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| AI and ML with Python | 40 | 20 | 20 | 12 | Python and related libraries |
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| Applied Machine Learning using Python | 40 | 20 | 20 | 12 | Python , Jupyter Notebook, Google Collab |
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| Deep Learning using Neural Networks | 40 | 20 | 20 | 12 | DL APIs and Libraries |
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| Capstone Project-Recommendation Engine and Customer Churn Prediction | 40 | 2 | 38 | - | DL, NLP . Python and ML tools |
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| Total Hours | 320 | 150 | 170 | 90 | |
What You Will Learn
- 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
Your Future as an AI Developer
Exit Profile
Industry Recognition
Smart Professional- Artificial Intelligence and Machine Learning
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