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Amman
- Rate S$51
- Response 1h
-
Students1
Number of students accompanied by Amman since their arrival at Superprof
Number of students accompanied by Amman since their arrival at Superprof
S$51/h
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- Computer Skills
- Software
- Machine learning
Bioinformatics Researcher with 3+ years of Expertise in training and teaching Machine Learning, Bioinformatics, and Computational Biology.
- Computer Skills
- Software
- Machine learning
Lesson location
About Amman
With over 3+ years of experience in teaching and training, I am committed to providing a professional, engaging, and effective learning experience. My deep expertise in both Artificial Intelligence and Bioinformatics, combined with real-world industry insights, ensures that students receive not just theoretical knowledge but also practical, hands-on skills that they can immediately apply.
As an educator, I believe in fostering a supportive and encouraging learning environment, where every question is valued, and every student feels confident in their ability to succeed. My teaching approach is tailored to individual learning needs, making complex topics accessible while maintaining academic rigor. Whether you’re a beginner stepping into the field or a professional looking to sharpen your skills, my lessons are designed to empower you with the tools and knowledge you need to excel.
I am deeply committed to helping each of my students succeed, not just in their academic pursuits but also in their professional journeys. You can expect clear communication, structured lesson plans, and continuous support throughout your learning process.
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About the lesson
- SPM
- Form 6
- STPM
- +8
levels :
SPM
Form 6
STPM
Adult education
Masters
Doctorate
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
My approach as a tutor is built around a student-centered, adaptive methodology that emphasizes practical application, conceptual understanding, and real-world relevance. With over 3+ years of experience teaching AI and Bioinformatics, and training industrial professionals, my approach is structured but highly flexible to meet the needs of students across varying levels of expertise—from beginners to advanced professionals.
Teaching Method and Techniques:
Interactive Learning: I prioritize interactive sessions where students are encouraged to ask questions, engage in problem-solving, and participate in discussions. This promotes critical thinking and ensures students can apply their knowledge beyond theoretical boundaries.
Hands-on Practice: Particularly in AI and Bioinformatics, theoretical concepts need to be paired with real-world applications. I incorporate practical exercises, like coding assignments (e.g., writing Python scripts for AI models or genomic data analysis), case studies, and industrial project simulations.
Personalized Pacing: My teaching is tailored to the individual's learning speed and background. Some students may need foundational knowledge, while others want deep dives into specific topics like machine learning algorithms or computational biology. Adaptive teaching helps all students maximize their learning potential.
Problem-Based Learning (PBL): Using real-world scenarios and problems (e.g., predicting genetic mutations, optimizing neural networks), I guide students through solving these challenges. This helps students to develop practical, analytical, and computational skills that are directly applicable to industry or research settings.
Continuous Feedback: Regular feedback is crucial. I offer constructive guidance to ensure students understand their progress and make continuous improvements. I also encourage peer-to-peer learning, which fosters a collaborative environment and reinforces concepts.
A Typical Lesson Plan:
Topic Introduction (15-20 minutes): I begin with an overview of the day's topic, its significance, and how it fits into the larger scope of AI or Bioinformatics. If it's a technical topic, I'll explain key terminology and theories.
Detailed Explanation and Demonstration (30 minutes): This section involves breaking down complex topics using visual aids (diagrams, charts, slides) or live coding demonstrations. For Bioinformatics, I might demonstrate a DNA sequence analysis; for AI, a model-building process in TensorFlow.
Hands-on Activity (40-50 minutes): Students are tasked with solving a problem based on the day’s lesson. This could involve writing code for a machine learning model, analyzing a bioinformatics dataset, or solving optimization problems in AI systems.
Review and Discussion (15-20 minutes): We wrap up with a discussion on the day’s learning outcomes, troubleshooting any issues faced during the activity, and clarifying doubts. I also provide real-world examples to tie theoretical concepts to industry use cases.
Assignments/Extra Reading: Depending on the class, I assign homework, such as reading research papers or completing a practical project to deepen their understanding.
What Sets Me Apart as a Tutor:
Real-World Expertise: My decades-long experience in training industrial professionals gives me a unique perspective on how theoretical knowledge can be applied in business and research settings. I bring practical case studies from actual industry scenarios.
Adaptability Across Levels: Whether I’m teaching undergraduates, postgraduates, or professionals from diverse sectors (healthcare, biotechnology, finance), I can customize lessons to meet their needs. My ability to transition from basics to cutting-edge research sets me apart from tutors who might focus on only one educational level.
Cross-Disciplinary Insight: I bring an interdisciplinary approach, combining insights from bioinformatics, artificial intelligence, data science, and biology. This approach broadens students' horizons and teaches them to apply their learning across fields—useful for careers in research, industry, or academia.
Mentorship Beyond the Classroom: I actively guide students in career planning, helping them identify opportunities in academia, industry, or entrepreneurship based on their strengths and interests. I assist with academic research projects, thesis work, and even upskilling professionals for career transitions.
Who the Lessons Are For:
Degree-Level Students (Undergraduate, Postgraduate): My lessons are designed for students pursuing degrees in AI, Data Science, Bioinformatics, Computational Biology, or related fields. These sessions balance theory and hands-on skills, preparing them for academic or industrial roles.
Research Scholars: For those in advanced research, I offer tailored mentorship on specific problems (e.g., developing novel AI algorithms for biological data analysis or working on interdisciplinary projects at the intersection of biology and AI).
Industry Professionals: I train professionals across industries such as biotechnology, pharmaceuticals, and healthcare to adopt AI and bioinformatics tools in their work, helping them solve complex problems such as drug discovery, personalized medicine, and big data analytics.
Lifelong Learners and Upskilling Enthusiasts: For those outside traditional academic settings, I provide training sessions that focus on acquiring new, in-demand skills, helping them transition into AI and bioinformatics careers, or advance within their current fields.
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Rates
Rate
- S$51
Pack rates
- 5h: S$255
- 10h: S$510
online
- S$51/h
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