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Amit
- Rate S$13
- Response 1h
S$13/h
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- Computer programming
- Python
- Artificial Intelligence
AI and Machine Learning fundamentals for students and professionals with clear, structured, industry-oriented guidance
- Computer programming
- Python
- Artificial Intelligence
Lesson location
Recommended
Amit is a respected tutor in our community. They are highly recommended for their commitment and the quality of their lessons. An excellent choice to progress with confidence.
About Amit
I’m Amit, an AI Engineer with 2.6 years of professional experience working on AI-driven and software systems. I am currently pursuing the e-Postgraduate Diploma in Computer Science and Engineering (ePGD CSE) from IIT Bombay (2026), which strengthens my foundation in core computer science, machine learning, and system-level thinking. My background combines practical industry experience with a strong academic approach, allowing me to explain complex AI and Machine Learning concepts in a clear and structured manner. I focus on helping learners build solid fundamentals rather than memorizing formulas or isolated techniques. I work with students, developers, and professionals who want to understand how AI/ML models actually work and how to apply them confidently. Sessions are adapted to your background, learning pace, and goals, ensuring clarity and steady progress. If you’re looking for guided, concept-first learning in AI and Machine Learning with real-world perspective, I’d be glad to support you.
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About the lesson
- All levels
- English
All languages in which the lesson is available :
English
These classes are designed to help you build a strong and intuitive foundation in Artificial Intelligence and Machine Learning. We begin by clearly understanding the difference between AI, Machine Learning, and Deep Learning, followed by how machines learn from data in real-world systems. The focus is on conceptual clarity first, so you understand why algorithms work before moving to implementation. Topics are explained using: -Simple examples and real-life analogies -Visual explanations and step-by-step reasoning -Practical scenarios inspired by industry use cases The classes typically cover: Fundamentals of AI and Machine Learning -Supervised and Unsupervised learning -Core machine learning algorithms and intuition -Overfitting, underfitting, bias–variance concepts -Introduction to neural networks and model behavior Sessions are interactive and personalized based on your background and goals. Whether you are a student, working professional, or career switcher, the pace and depth are adapted to suit you. By the end of the classes, you will not only understand AI/ML concepts clearly but also know how to continue learning independently, build projects, and move confidently toward advanced topics.
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Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
2
I strongly recommend Amit as a teacher who inspires confidence and trust in his students. Amit is patient, reliable, and consistently well-prepared, which helps students feel supported and secure in their learning. He explains concepts clearly, encourages questions, and treats every student with respect, creating a positive and inclusive classroom environment. Students know they can rely on Amit for honest feedback and guidance, and this trust allows them to grow both academically and personally. His calm demeanor and genuine commitment to student success make him a truly trustworthy and effective teacher.
Amit is a dedicated and knowledgeable mathematics teacher who explains concepts clearly and patiently. Their supportive approach and strong subject expertise inspire students to develop confidence and interest in mathematics.
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Rates
Rate
- S$13
Pack rates
- 5h: S$66
- 10h: S$133
online
- S$13/h
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