Soniya

4.9 (5 reviews)

Rate S$16
Response 12h
Students
Number of students accompanied by Soniya since their arrival at Superprof
36
Number of students accompanied by Soniya since their arrival at Superprof

4.9 (5 reviews)

S$16/h

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Python
SQL
Artificial Intelligence

Learn Python, Data Science, Machine Learning, AI, and SQL from an International Expert You Can Trust

Python
SQL
Artificial Intelligence

Lesson location

- online

Super tutor

Soniya is one of our best Python tutors. High-quality profile, verified qualifications, a quick response time, and great reviews from students!

About Soniya

Hello, I’m Soniya — an experienced International Educator, Data Analyst, and Python Tutor with a proven track record of guiding students and professionals from Australia, the UK, the USA, Canada, Singapore, and India. Over the years, I’ve successfully mentored hundreds of learners across diverse fields including Mathematics, Statistics, Python Programming, Machine Learning, and Data Analysis, helping them gain clarity, confidence, and real-world problem-solving skills. My professional journey has been deeply rooted in Data Science and Analytics, where I’ve worked on several hands-on projects involving: Predictive Modeling using Machine Learning algorithms (Regression, Classification, and Clustering) Exploratory Data Analysis (EDA) and Data Cleaning using Python (NumPy, Pandas) Statistical Modeling and Hypothesis Testing Data Visualization using Matplotlib, Seaborn, and Power BI Real-world datasets from Kaggle and business analytics case studies Automation and data handling through Python scripting and SQL integration My teaching approach blends strong academic understanding with practical, project-based learning. I focus on simplifying complex topics and connecting theory with real-world applications so that every student not only learns — but masters the skill. I have guided students through: University coursework and research projects Career transitions into Data Science and Analytics Interview preparation for data-related roles Professional upskilling in Python, SQL, and AI As an educator, I’m known for being patient, approachable, and highly structured in my teaching style. Each session is tailored to suit your pace, background, and goals — ensuring measurable progress after every class. What sets me apart is my ability to bring together data, logic, and creativity — turning technical learning into an engaging and achievable experience. My ultimate goal is to empower every learner to think critically, code efficiently, and apply knowledge confidently in both academics and industry. If you’re looking for a dedicated, globally experienced tutor who combines technical expertise with a genuine passion for teaching — I’d love to help you reach your learning goals and stand out in your academic or professional journey.

About the lesson

Hello! I’m Soniya, an experienced International Educator and Data Science Tutor on Superproof, teaching students and professionals from Australia, the UK, the USA, Canada, Singapore, and India. With a strong background in Mathematics, Statistics, and Computer Science, I help learners master Python, Data Science, Machine Learning, and SQL using real-world projects and practical insights. My lessons are ideal for students, researchers, and professionals who want to: Strengthen their coding and analytical skills Build a career in Data Science or AI Excel in university-level programming and data courses Topics I Cover: Python Programming (Core concepts, loops, functions, file handling) Data Analysis using NumPy, Pandas, and Matplotlib SQL for Data Management and Query Optimization Machine Learning (Regression, Classification, Clustering, Model Evaluation) Artificial Intelligence (Neural Networks, Deep Learning Fundamentals) R and MATLAB for Statistical Computing & Research Applications Data Visualization with Seaborn, Plotly, and Power BI End-to-End Projects on Real-World Datasets (Kaggle, Excel, APIs) My Teaching Approach: I focus on understanding, not memorizing — every session is practical, interactive, and tailored to your pace. Whether you’re working on university assignments, preparing for a job interview, or just starting your Data Science journey, I simplify complex topics through clear explanations, visual examples, and project-based learning. Each class includes hands-on exercises, code walkthroughs, and guidance on how to think like a data professional. Why Choose My Classes: Recognized International Educator with global teaching experience Specialization in Python, Data Science, AI, and Machine Learning Lessons designed for academic success and career growth Clear, structured, and example-driven teaching style Flexible scheduling and dedicated one-on-one support If you’re ready to learn Python for Data Science, build strong machine learning skills, and gain the confidence to apply your knowledge in real-world projects, I’d love to guide you every step of the way!

Recommendations

Recommendations come from relatives, friends and acquaintances of the tutor

C

Charlie

Soniya is a wonderful Data Science tutor — friendly, skilled, and easy to learn from. She makes complex topics simple and engaging. Highly recommended!
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C
Charlie
Soniya is a wonderful Data Science tutor — friendly, skilled, and easy to learn from. She makes complex topics simple and engaging. Highly recommended!
B

Bizen

Soniya is a really good tutor who helped me when I was stuck on my project. She explained everything with great clarity and patience — even from the basics, making sure I understood every concept. Even a student with no prior knowledge can learn easily from her, as she always gives her best to make things clear and understandable.

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B
Bizen
Soniya is a really good tutor who helped me when I was stuck on my project. She explained everything with great clarity and patience — even from the basics, making sure I understood every concept. Even a student with no prior knowledge can learn easily from her, as she always gives her best to make things clear and understandable.
H

Hanu

I highly recommend Sonia for her exceptional teaching in Math and Physics. She explains complex topics with clarity and patience, making even the toughest concepts easy to grasp. Her guidance greatly helped me during my exam preparation, and her dedication and support truly made a difference.
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H
Hanu
I highly recommend Sonia for her exceptional teaching in Math and Physics. She explains complex topics with clarity and patience, making even the toughest concepts easy to grasp. Her guidance greatly helped me during my exam preparation, and her dedication and support truly made a difference.
A

Anju

Soniya is a dedicated and knowledgeable tutor in Data Analysis and Machine Learning. She explains complex topics in a simple and practical way that makes learning easy and enjoyable. Her teaching is clear, engaging, and focused on real understanding. I find her trustworthy, patient, and always willing to help me succeed.
Read more

A
Anju
Soniya is a dedicated and knowledgeable tutor in Data Analysis and Machine Learning. She explains complex topics in a simple and practical way that makes learning easy and enjoyable. Her teaching is clear, engaging, and focused on real understanding. I find her trustworthy, patient, and always willing to help me succeed.
Daniel

Soniya goes above and beyond for her students and is great for anything statistics based, she would be super helpful to any psychology or statistics student.
Read more

D
Daniel
Soniya goes above and beyond for her students and is great for anything statistics based, she would be super helpful to any psychology or statistics student.
View more recommendations

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Learn Python, Data Science, Machine Learning, AI, and SQL from an International Expert You Can Trust

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Learn Python, Data Science, Machine Learning, AI, and SQL from an International Expert You Can Trust

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online

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Graduated from nus computer engineering. i am currently working as full-time data analyst while studying part-time masters in computer science. i taught students age 4-18 programming related classes.

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