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Soniya
- Rate S$23
- Response 1h
-
Students9
Number of students accompanied by Soniya since their arrival at Superprof
Number of students accompanied by Soniya since their arrival at Superprof

S$23/h
Unfortunately, this tutor is unavailable
- Python
- SQL
- Artificial Intelligence
Master Python, AI, SQL, MATLAB, and R with a Globally Experienced Data Science Educator
- Python
- SQL
- Artificial Intelligence
Lesson location
Recommended
Soniya 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 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
- Primary
- Secondary
- Adult education
- +7
levels :
Primary
Secondary
Adult education
Masters
Doctorate
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
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
Soniya is an excellent Mathematics tutor. She explains concepts clearly and makes learning easy and enjoyable. I truly appreciate her dedication and teaching skills.
View more recommendations
Rates
Rate
- S$23
Pack rates
- 5h: S$115
- 10h: S$230
online
- S$23/h
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