Course Details
The AI Mastery Course is SuffixAI's flagship program for aspiring AI professionals. Over 90 days, you will dive deep into the algorithms and frameworks that power modern AI. The curriculum is structured to provide a strong theoretical foundation combined with intensive, hands-on projects.
This course is ideal for students and professionals with some prior knowledge of AI or programming who wish to become experts. You will work on real-world projects, guided by Prof. Gajanan Sawdtakar, to build a portfolio that stands out to employers.
Syllabus
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Module 1: Advanced Machine Learning
Weeks 1-3Revisiting ML fundamentals, advanced regression and classification, model optimization techniques, and ensemble methods like Gradient Boosting and Random Forest.
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Module 2: Deep Learning Fundamentals
Weeks 4-6Introduction to neural networks, backpropagation, and popular frameworks like TensorFlow and PyTorch. Building and training a basic neural network from scratch.
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Module 3: Computer Vision (CV)
Weeks 7-9Image processing, Convolutional Neural Networks (CNNs), object detection (YOLO, R-CNN), and image segmentation. Includes a hands-on project on building an image classifier.
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Module 4: Natural Language Processing (NLP)
Weeks 10-12Text processing, sentiment analysis, sequence models, and an in-depth look at Transformer models (BERT, GPT). Includes a project on building a text summarizer.
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Module 5: Capstone Project & Deployment
Final WeeksA major, real-world project of your choice (e.g., building a recommendation engine, a chatbot, or an object detection system) and learning how to deploy your model into a production environment.
About the Tutor

Prof. Gajanan Sawdtakar
Prof. Gajanan Sawdtakar is a distinguished AI researcher and senior data scientist. With extensive experience in both academia and industry, he brings a wealth of knowledge in deep learning and machine learning operations. He is passionate about guiding students to become innovators in the AI landscape.
Frequently Asked Questions
Who should take this course?
This course is best suited for individuals with foundational knowledge in AI or programming who are looking to deepen their expertise and build a career in AI/ML.
Is the AI Mastery Course a practical program?
Yes, the course is heavily focused on hands-on, project-based learning. You will work on several real-world projects to build a strong professional portfolio.
Is there any placement assistance?
While the course focuses on skill development, the knowledge and projects you gain will make you highly competitive in the job market. SuffixAI also provides career guidance and support.
What is the duration of this course?
The AI Mastery Course is a comprehensive 90-day program, designed to provide in-depth knowledge and hands-on experience in advanced AI concepts.