Learn Fundamentals of Machine Learning Mathematics.

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From 28.94 $ /h

Are you eager to master the mathematics that underpins machine learning? This course is designed to simplify complex mathematical concepts and present them in an easy and engaging way. Each lesson pairs fundamental mathematical theory with practical Python exercises and demonstrates real-world applications of machine learning concepts.

To ensure success, students must have a basic understanding of the following prerequisites:

Linear Algebra: Familiarity with matrices, matrix operations (addition, multiplication, inverse), and vector spaces.

Probability Basics: Understand the rules of probability, random variables, and basic distributions.

Statistics Fundamentals: Knowing the mean, variance, standard deviation, and normal distribution.

Python Programming: Basic proficiency in the Python language, including variables, loops, functions, and libraries like NumPy.

Join this structured course to build a solid mathematical foundation for machine learning and see how theory turns into practical application.

Location

Online from Egypt

About Me

My teaching approach is a sophisticated and flexible one that adapts to the needs of slow learners. I adopt a calm and relaxed approach to ensure that students fully understand the concepts before moving on to the next step.
My goal is to make the learning experience fun and inspiring by incorporating interactive techniques and practical examples to enhance understanding. I also encourage students to participate, experiment and innovate to develop their skills.
With over 20 years of experience, I can adapt to different learning styles and provide innovative teaching strategies to help students reach their full potential.
I strive to prepare skilled and creative learners who are able to apply what they have learned effectively in the future and excel in their field.

Education

PhD in Computer Science - from the International Islamic University Malaysia
Master of Computer Science - from Babasaheb University - India
Bachelor's degree in Computer Science - from the University of Science and Technology - Yemen

Experience / Qualifications

Blender teacher, modeling department
--
Computer science teacher
College of Science, University of Science and Technology / Ibb University / Al Jazeera University - Yemen
Subjects I taught:
• Introduction to image processing
• Translator design,
• computing theory,
• Software Engineering,
• Analysis of algorithms and data structures,
• Advanced programming in C++
• Introduction to artificial intelligence
• Introduction to programming
. Topics I can also teach:
• Learn the machine
• Data compression
• Programming languages (Java, python, R)

Age

Adults (18-64 years old)

Student level

Intermediate

Advanced

Duration

60 minutes

The class is taught in

Arabic

English

Skills

Math

Computer science

Information technology

Availability of a typical week

(GMT -04:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Lessons in the programming language (Python & C++) for university students and those interested in programming

12.07 $ /h

Would you like to hone your programming skills under the guidance of a computer science lecturer? I offer C++ and Python tutoring for students of all levels! I will help you achieve your goals whether you are a complete beginner or an experienced programmer looking to develop your skills further.

What I offer:

Computer Science-Based Teaching Curriculum: Leverage my in-depth knowledge of computer science principles to build a strong foundation in programming in C++ and Python.

Practical experience and academic skills: I combine my practical experience with my theoretical knowledge to offer you a comprehensive and effective education.

Broad topic coverage: We can explore all aspects of C++ and Python, from basic concepts to topics
Advanced depending on your interests (such as memory management in C++ or machine learning libraries in Python).

An interactive, application-based approach: You will solve practical exercises and projects to practically apply what you learn and enhance your skills.

Continuous support and guidance: Your learning journey will not stop at the class limits. I will always be available to answer your questions and provide the necessary support.

Why choose me:

Graduate specializing in Computer Science: Benefit from my deep knowledge in the field of programming and computer science in general.
A passionate and experienced teacher: I have extensive experience in explaining complex concepts in a clear and simple way.
Commitment to developing your skills: I believe in the importance of effective education and strive to help you reach your full potential as a programmer.
A passionate supporter of your success: I will always be by your side to motivate and encourage you to achieve your programming goals.

Are you ready to take your programming skills to the next level? Contact me today!

Blender lessons, 3D Modeling section, 3D modeling

12.07 $ /h

You will learn the basics of modeling in a professional and scientific manner that will enable you to build three-dimensional models with ease and skill, such as:
Buildings, aircraft, cars, furniture and various products for companies.
And the consequences of this, including lighting, colors, and rendering (export), all of this in gradual, thoughtful, and scientific steps that put your foot firmly on the path to professionalism and mastery.
These lessons feature continuous supervision and practical work that we will work on so that you can generalize these skills and tools to everything that comes to your mind.
Due to my long experience, I can confirm that, through the first lessons, you will relate to modeling and the program on your next professional path.

Benoit

5.0

(40)

I am a qualified and experienced mathematics tutor. Graduated from the Free University of Brussels in 2011, I started my career by teaching remedial courses in different schools in Brussels. I then specialized in individual academic support by following educational training at the Harvard Graduate School of Education. I have been giving private mathematics lessons daily for over ten years.

The students who follow my private lessons benefit from personalized support. The first session is devoted to an in-depth assessment of the student's mathematical knowledge. The objective is to detect its weak points and understand their origin in order to adapt my courses to its needs. I develop a tailor-made remediation program for each of my students aimed at filling each of their gaps. Over the course of the sessions, the student builds a solid foundation for learning and regains self-confidence. At the same time, I help him acquire a work methodology that allows him to gradually become autonomous in his studies.

I have a thorough knowledge of the mathematics curriculum for middle and high school (from 6th to 12th grade). I am also qualified to support students in preparing for international exams such as the SAT, the OMPT, and the International Baccalaureate (IB) in all its variations: Analysis and Approaches (AA SL/HL) and Applications and Interpretation (AI SL/HL).

Throughout my years of training, I studied and developed numerous techniques that facilitate learning mathematics. The strength of my teaching approach lies in my ability to explain, in simple terms, anything a student finds complicated. I am passionate about this profession because it offers me the opportunity to guide struggling students toward success. It is a true pleasure to see them progress and rediscover their connection with the fascinating world of mathematics.

I offer private tutoring in Paris (at the student's home) or remotely (online). My online lessons take place on an interactive whiteboard. This whiteboard is specifically designed to facilitate student/teacher interaction online. Thanks to this teaching tool, my online lessons are just as effective as in-person lessons. The student only needs an internet connection and a computer, tablet, or smartphone to participate.

Raef

5.0

(40)

Experienced over 18 years, I give private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Chemistry - Biology, Geology to students of French or international program (in English) of Terminales, Bac, 1ère, Second, Brevet, competitions and medical university preparatory classes or 1st and 2nd university year either at home or by internet online by virtual class method of specific shared interactive whiteboard.
Help with CNED homework.
For more information, do not hesitate to contact me, guaranteed response in a few minutes up to 10 hours maximum.

Mohamed

5.0

(40)

It is important to me to teach my students while adopting an active teaching method. I put all my experience acquired as a head teacher and also that of my academic career to the service of their success.
My seriousness, my listening and my kindness allow me to overcome difficulties and excel in:
- Math,
- Chemical Physics,
My courses are aimed at students:
- the French system from 6th to Terminale
- French mission schools
(Speciality: Mathematics, PC).

Bibek

5.0

(40)

Hi! Welcome! I am a Ph.D. researcher in Physics at the University of Cologne, Germany. Recently, I graduated from the University of Groningen in the Netherlands with a Master's degree in Nanoscience (w/ cum Laude). I offer private tutoring (for high school and/or university-level students) so you can understand the fundamental concepts and excel in your studies. I have teaching experience of 5+ years in Physics and Mathematics to both high school and university-level students.

This class aims to provide an overview of calculus and linear algebra and focuses on the fundamental mathematical tools and concepts, such as limits, differentiation, and integration. Building on these basic concepts, we will review methods for solving problems related to optimization, linear differential equations, and matrix algebra.

Outline of the course:
1. Calculus:
1.1 Limits of functions
1.2 Continuity, types of discontinuities, intermediate value theorem
1.3 Differentiation (or derivative), slope, secant, tangent
1.4 Rules and theorems for differentiation, power rule, product rule, chain rule
1.5 Derivatives of exp, log, and trigonometric functions
1.6 Implicit differentiation and derivative of inverse functions
1.7 Rolle's theorem, mean value theorem, critical point, maximum/minimum of a function
1.8 First and second derivative tests, inflection points
1.9 Anti-derivative, indefinite integral, integration by substitution, integration by parts
1.10 Definite integral and its application (area between curves, application in physics)\
1.11 Optimization and linear differential equations

2. Linear Algebra:
2.1 Vectors and scalars in Euclidean space, vector arithmetic, scalar product, cross product
2.2 Equations for lines and planes, vector spaces, linear independence, span, basis, dimension
2.3 Linear transformations, coordinates, and representation of linear transformations by matrices
2.4 Matrix operations: matrix multiplication, transpose, determinant, inverse, and Hermitian conjugate
2.5 Systems of linear equations, Gaussian elimination
2.6 Eigenvalues and eigenvectors
2.7 Range, kernel, and rank-nullity theorem

and many more...

*Note that the sessions will be held online (via Discord/Zoom/Microsoft Teams).

Mohamed

5.0

(40)

As a high school teacher with a Master's degree in mathematics and 11 years of experience in face-to-face and online teaching, I offer qualified and competent private lessons for all levels, ranging from high school TC-SC 1Bac Sc-SM to Bac PC-SM, through middle school and classes of 2nd and 1st general Terminale specialty of the French system, as well as for levels 5th, 4th and 3rd of middle school, and preparation for the baccalaureate and competitions .

I emphasize the method, with a rigorous, personalized approach adapted to the rhythm of each student in order to help him progress while regaining confidence in himself. My job is to identify each student's shortcomings, organize their time and manage their priorities.

I obtained a success rate of 100% for my final year baccalaureate students, 75% of whom obtained a good or very good mention. Some of them have joined the biggest business and engineering schools, as well as prestigious preparatory courses.

I offer online or face-to-face lessons.

Reza

5.0

(40)

You will learn Systematic Reasoning & Logical Thinking which is a requirement for entering Computer Science program in many universities.
The book “Delftse Foundations of Computation” especially its second chapter will be the main source of our lesson, but other more in-depth books will be also covered if you want to improve even further on logical thinking.
The topics in our lesson include:
• Propositional Logic: Logical operators; Precedence rules; Logical equivalence; Implications in English; Exclusive or; Universal operators; Classifying propositions
• Boolean Algebra: Substitution laws
• Logic Circuits: Logic gates; Combining gates to create circuits; From circuits to propositions; Disjunctive Normal Form; Binary addition.
• Predicate Logic: Predicates; Quantifiers; Tarski’s world and formal structures;
• Deduction: Valid arguments and proofs; Proofs in predicate logic

If you have any additional questions before starting a class, please feel free to ask me. I am here to assist! :)

Baia

5.0

(40)

Struggling with school math or aiming for exam excellence? In this class, I make complex topics simple, clear, and even enjoyable. From middle school to university level math, I adapt to every student's level and mindset. Whether it's building strong foundations or mastering advanced concepts, you or your child will walk away feeling confident, capable, and ready to shine.

✨ Personalised approach
📚 Clear explanations + real understanding
🏆 Proven results in IB, OMPT, VWO & more

Let’s turn “I don’t get it” into “I’ve got this!”
Book the first session and see the difference.

Rania

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(40)

The SAT exam is one of the major steps you need to go through in your life; it's a step that is going to determine your college, your university, and your future as a whole. As with a lot of things in life, it can be a hard step, and there is no shame in asking for help. Here comes my role: I will help you overcome your problems and your difficulties. My job here is to help you achieve your desired results and unlock your potential. Simply put, we will go through every lesson, every unit, and every chapter. We will understand the concept of each lesson, with clear examples to follow. After each one, you will be tested, and after finishing your program, you will be tested on it. That's my plan for my students, so if you are interested, you can easily contact me.

Eugene

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(40)

I am a 2021 IGCSE graduate and a 2023 IB graduate, now studying Veterinary Medicine at the University of Edinburgh. Having recently completed these programmes myself, I understand the challenges students face and how to overcome them effectively.

With 2 years of experience teaching the IGCSE and IB syllabus, I specialize in helping students master subject content, strengthen exam techniques, and build confidence. My lessons are tailored to each learner’s pace and goals, ensuring steady progress and measurable results.

What I offer:
- IB & IGCSE syllabus coverage across core and extended levels
- Exam preparation with past paper practice and detailed feedback
- Structured guidance for Internal Assessments (IA), Extended Essays (EE), and coursework
- Study and time-management strategies designed to reduce stress and boost performance
- A supportive, relatable learning environment from someone who has recently been through the same exams successfully

Maham

5.0

(40)

My lessons are designed to help students understand Maths and Science in a simple, step-by-step way. I explain topics clearly and adapt my teaching to each student’s level and learning pace.

I can help with:
Homework support
Exam preparation
Understanding difficult topics
Building strong foundations in Maths and Science

Subjects covered include Maths and Science depending on the level.

My teaching method focuses on:
Clear explanations with real-life examples
Practice exercises to reinforce learning
Identifying and improving weak points
Building confidence for exams and tests

Lessons are interactive and are adapted to the student’s needs so they can progress effectively and feel more confident in their abilities.

Alessandra

5.0

(40)

I am an experienced science teacher currently working at an international school in Switzerland. I offer support in Biology, Chemistry and Mathematics for secondary school, IGCSE and A-Level students.

My lessons are tailored to each student’s needs and focus on building confidence, improving understanding and developing effective study methods. I explain concepts in a clear and structured way and provide support with homework, exam preparation and revision.

I have experience working with students from different educational backgrounds and levels of ability. My goal is to create a supportive and motivating learning environment where students can improve steadily and achieve their academic goals.

Lessons can be held online or in person depending on location and availability.

Joshua

5.0

(40)

Making Mathematics Make Sense — For Every Kind of Learner

Do you struggle with maths, or simply want to get better? You're in the right place.

My name is Mr. Joshua, a qualified Mathematics teacher with experience teaching students across all ages and levels — from basic arithmetic to advanced calculus, algebra, and trigonometry.

Every student learns differently, so I tailor each session around *you* — your pace, your gaps, your goals.

What you can expect:
- A patient, encouraging environment where no question is too basic
- Clear explanations tailored to your pace
- Real-life examples that make concepts click
- Exam preparation when needed
- Flexible sessions that adapt as you grow

Whether you're a complete beginner or preparing for an important exam — I'm here to help you build real confidence in mathematics.

Let's turn your biggest maths challenge into your strongest subject.

Eleni

5.0

(40)

“I support children with special educational needs through personalized teaching methods, patience, and encouragement. My goal is to help every student build confidence, improve skills, and enjoy learning. I believe that every child learns differently, and I adapt my approach to meet each student’s unique strengths and needs while creating a safe and positive learning environment.”

Luis

5.0

(40)

I offer structured, one-on-one tutoring in physics and mathematics for secondary and university students. Sessions are in English or Spanish, depending on your preference.

What I cover:

-Physics — IB SL/HL, A-Level, IGCSE, Belgian/French secondary, first and second-year university (mechanics, electromagnetism, thermodynamics, waves, modern physics)
-Mathematics — IB SL/HL (Analysis & Approaches), A-Level, IGCSE, calculus, linear algebra, STEM entrance preparation

How sessions work:

-The first session is diagnostic — we identify the actual gaps, set a plan, and decide whether we're a good fit. After that, sessions combine conceptual work, problem-solving, and past-paper practice depending on what's coming up.
I give specific, honest feedback after each session. For younger students, I'm happy to share a short written summary with parents.

Format: Online via video, or at the student's home within Brussels Region.

E-Kids

5.0

(40)

Bonjour et bienvenue,

Je suis Ridouane, professeur spécialisé dans le Soroban japonais, le calcul mental, les mathématiques et le développement des capacités intellectuelles des enfants.

Mes cours en ligne via Zoom sont conçus pour aider les enfants à :
✔ améliorer leur concentration
✔ développer leur mémoire
✔ augmenter leur rapidité mentale
✔ renforcer leur confiance en soi
✔ aimer les mathématiques et la réflexion

J’utilise une méthode ludique et interactive inspirée du Soroban japonais, combinée à des exercices de logique, des jeux éducatifs, des techniques de calcul rapide et des activités de réflexion comme les échecs.

Les séances sont dynamiques, motivantes et adaptées au niveau de chaque enfant, du débutant jusqu’aux niveaux plus avancés.

Mes cours conviennent particulièrement aux enfants qui :

* ont des difficultés de concentration
* manquent de confiance en mathématiques
* souhaitent développer leurs capacités intellectuelles
* aiment les défis et les jeux de réflexion

Cours disponibles en français et en arabe via Zoom avec suivi personnalisé.

Mon objectif est d’aider chaque enfant à développer ses capacités mentales tout en prenant plaisir à apprendre.