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Ouassima
- Rate ₦40787
- Response 14h
-
Students2
Number of students accompanied by Ouassima since their arrival at Superprof
Number of students accompanied by Ouassima since their arrival at Superprof

₦40787/h
1st lesson free
Machine Learning Tutor for University Students and Researchers | Python, Scikit-learn and Model Evaluation
Lesson location
- webcam
Recommended
Ouassima is a respected tutor in our community. She is highly recommended for her commitment and the quality of her lessons. An excellent choice to progress with confidence.
About Ouassima
I am an engineer and PhD researcher specializing in artificial intelligence, Machine Learning, and data-driven systems. I have more than eight years of programming experience, over six years of online teaching experience, and have supported more than 100 learners worldwide.
My students have included university students, postgraduate researchers, professionals, and beginners developing their Python and Machine Learning foundations.
My principal strength as a tutor is identifying exactly where a learner’s understanding breaks down. I do not only demonstrate which Python function to use. I explain what the method does, why it is appropriate, what assumptions it makes, and how to determine whether the result is reliable.
Lessons are patient, structured, and adapted to your actual course, research question, dataset, or project. Complex ideas are divided into manageable steps and connected to practical examples so that you can gradually become an independent problem-solver.
Lessons are available in English, French, and Arabic.
About the lesson
- All Levels
- French
- English
- Arabic
All languages in which the lesson is available :
French
English
Arabic
Machine Learning can feel clear while following a tutorial but become confusing when you need to apply it to your own course, dataset, research, or project.
I help university students, researchers, and professionals understand the complete Machine Learning workflow and make appropriate decisions independently—from preparing data to evaluating and explaining a model.
Depending on your level and objective, we can work on:
• Python foundations for Machine Learning
• NumPy, Pandas, Matplotlib, and Scikit-learn
• Data cleaning, preprocessing, and feature preparation
• Supervised and unsupervised learning
• Regression, classification, and clustering
• Decision trees, random forests, and model comparison
• Training, validation, testing, and cross-validation
• Choosing and interpreting evaluation metrics
• Overfitting, underfitting, and data leakage
• Debugging Machine Learning code
• Interpreting and presenting results clearly
Each lesson is based on the exact difficulty you are facing. Before the session, you can send me your course outline, notebook, dataset, project description, or research question.
During the lesson, we will:
1. Identify the concept or project stage causing difficulty
2. Explain the intuition and necessary theory
3. apply the method through a clear example
4. Guide you as you use it on your own problem
5. Define the next steps for continued progress
You can book one focused lesson for a specific problem or follow a structured learning plan covering the complete Machine Learning workflow.
I provide guidance, explanations, code review, and debugging support while helping you remain the author of your academic or professional work.
Your first 30-minute session is free. We will review your goal, current level, material, and deadline, work through one representative difficulty, and determine the most effective learning plan.
Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
I made it through my college years thanks to Sima. She tutored me in multiple subjects, and I can confidently say that she truly knows what she is doing. She is knowledgeable, patient, and highly effective as a tutor.
I recommend Sima for her work in Machine Learning. She has a patient and encouraging way of explaining ideas, which helps students feel comfortable and confident.
She makes complex topics easier to understand and creates a supportive space where students feel they can ask questions and grow. Her kindness, reliability, and genuine care for student success make her someone students can truly trust.I’ve worked with Sima on multiple projects involving ML models, and she really knows what she’s doing. Her passion for the subjects she teaches is unmatched. She walks you through every detail with precision and patience. I cannot recommend her enough.
Ms. Sima is one of the best tutors I have learned from. Her ability to break down difficult AI and Python concepts into easy-to-understand lessons is truly remarkable. She creates an encouraging learning environment and always makes sure her students understand the material. Thanks to her guidance, I gained both knowledge and confidence in these subjects. I highly recommend her to anyone looking for an excellent and dedicated teacher.
Sima is really a wonderful tutor. I had the pleasure of meeting her at a conference and I was struggling on some projects at the moment and she offered to help. It was a wonderful experience and I still count on her for so many projects until this day. I totally recommend her as a mentor.
I totally recommend Sima. She is an excellent tutor who helped me throughout the years and I totally appreciate the way she made me feel during each class. Thanks to her I feel more confident and got the job I always wanted.
One of the best tutors I’ve worked with. Very professional, supportive, and genuinely cares about student progress. Lessons are organized, easy to follow, and never stressful.
I’ve seen a huge improvement in my understanding and grades since starting tutoring sessions. The explanations are always clear, patient, and adapted to my level. Highly recommended for anyone struggling with difficult subjects.
View more recommendations
Rates
Rate
- ₦40787
Pack prices
- 5h: ₦197138
- 10h: ₦401073
free lessons
This first lesson offered with Ouassima will allow you to get to know each other and clearly specify your needs for your next lessons.
- 30mins
webcam
- ₦40787/h
Details
Individual lessons are available for focused help with a particular concept, coding problem, or project stage.
The five-hour and ten-hour options are designed for students who need structured course support, examination preparation, research guidance, or help progressing through a Machine Learning project.
Structured plans include a personalized learning roadmap, organized lesson progression, brief progress recaps, and additional exercises or resources when relevant.
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