Applied Mathematics for Machine Learning and Deep Learning: Theory and Practice

Van 43.03 $ /h

This course covers the application of mathematics in machine learning and deep learning. It introduces students to fundamental mathematical concepts such as linear algebra, calculus, probability theory, and optimization. The course then explores various machine learning algorithms and deep learning models, including supervised and unsupervised learning, neural networks, and deep learning architectures. Students gain hands-on experience through programming assignments and projects using popular libraries like TensorFlow or PyTorch. The course emphasizes the mathematical foundations of these techniques, enabling students to understand and analyze their performance. By the end of the course, students will be proficient in applying mathematics to solve real-world problems in machine learning and deep learning.

Locatie

Online vanuit Marokko

Over

I am a PhD student in Applied Mathematics specializing in Machine Learning and Deep Learning. With my extensive qualifications and experience in teaching in the supplementary course sector, I am offering comprehensive mathematics support courses for students at all levels. My teaching approach focuses on an easy-to-understand pedagogical method that ensures efficiency and effectiveness in learning.

Opleiding

baccalaureate in Mathematical sciences/ 2014
A professional license in teaching mathematics ENS/ 2017
Master of Mathematics and its applications FST /2019
PHD student in Math // AI

Leservaring

I Am a PHD student in mathematics
qualified and experienced, with experience in teaching in the supplementary course sector
I am currently a teacher in the private sector: high school
Experienced Maths Home tutor ...

Leeftijd

Tieners (13-17 jaar oud)

Volwassenen (18-64 jaar oud)

Senioren (65+ jaar oud)

Niveau van de leerling

Beginner

Gemiddeld

Gevorderden

Duur

60 minuten

De les wordt gegeven in

Engels

Frans

Vaardigheden

Wiskunde

Computer modellering

Beschikbaarheid typische week

(GMT -05:00)

New York

Online via webcam

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Narayan

4.9

(49)

I am a MSc in Civil Engineering, M.Sc in Finance and Economics, and an MBA graduate with over 14 years of experience teaching Mathematics up to the undergraduate level. Over the years, I have worked with a wide range of students and have successfully helped them excel in their studies. In addition to my extensive teaching background, I have more than 7 years of experience guiding students through standardized tests such as the GRE and SAT. My goal is to help you master these tests with effective strategies and a clear understanding of the subject matter.

My Mathematics lessons are tailored for students of all levels, including:
Master and Bachelor Students (subjects like Financial Mathematics, Business Mathematics, Basics of Mathematics for data science students, etc)
Pre-university students
IB (Math SL and Math HL) students
AS/A-level students
European S6 and S7 students
GCSE and IGCSE students
Primary school students

In addition to Mathematics, I also offer tutoring in Physics and Chemistry for students up to the European upper secondary level, as well as IB and A-level students.

For Biology, I provide comprehensive lessons for students up to the European Secondary level, GCSE, and IGCSE levels. My teaching style is flexible and adaptable, ensuring that every student receives personalized guidance based on their learning style and goals.

Currently, I am teaching a diverse group of students from different educational backgrounds.

My current students are from the following schools:

National:
1. St Georges International School, Luxembourg, Edexcel (Pearson) Curriculum (10 students)
2. International School of Luxembourg, Luxembourg, IB Curriculum (6 Students)
3. Lycée Athénée de Luxembourg, Luxembourg, IB Curriculum (4 Students)
4. Lycée - International School Michel Lucius, Luxembourg, Cambridge Curriculum (6 Students)
5. European School Kirchberg, Luxembourg, European Curriculum (4 students)
6. Lycée Aline Mayrisch, Luxembourg, Luxembourgish curriculum (1 student)
7. Lënster Lycée International School, Luxembourg, European Curriculum (2 Students)

International:
8. International School of the Hague, Netherlands, IB Curriculum (1 student)
9. International School Of Nice, France, IB Curriculum (2 students)
10. Merchiston Castle School, Edinburgh, Scotland, Edexcel (Pearson)/Cambridge (1 students)
11. Silverline Private School, Limassol, Cyprus, UK national Curriculum (1 Student)
12. North Broward Preparatory School, Florida, USA, IB Curriculum (1 Student)
13. King Solomon School, Israel, IB Curriculum (1 student)
14. The European School of Bergen, The Netherlands, European Curriculum (1 student)

Additionally, I offer homework assistance and track each student's progress through periodic assessments, which can be scheduled based on the requirements of both students and parents.

Note: While some of my students follow curriculums in French, German, or Swedish, my primary language of instruction is English. Given that Mathematics is a universal language, it’s easy to understand the tasks, and I explain solutions clearly in English, ensuring a seamless learning experience for all.

Let’s embark on this learning journey together and achieve your academic goals with confidence!

Robert

4.9

(49)

A highly experienced Franco-Belgian teacher (ook in het nederlands!) offers private lessons in mathematics (including finance), probability and statistics, as well as physics, chemistry, and biology for secondary and higher education levels. For physics, chemistry, and biology, the instruction is tailored to the secondary level, specifically up to the 5th year of secondary education in Belgium.

Whether you prefer lessons at your place, my place, or remotely, I am flexible to accommodate your needs. If necessary, I can travel to your home in Brussels, Walloon and Flemish Brabant, with a minimum duration of 2 hours per session. The lessons are designed to provide extensive practice with numerous exercises. Distance learning options are also available through platforms such as Skype, Facebook, etc. Please note that for students in France, only distance learning courses are provided.

In mathematics, I specialize in various topics and frequently provide lessons covering the entire secondary school curriculum, including math 6 and higher. These topics encompass factorization, equations of the 1st and 2nd degree (with in-depth study of parabolas), limits, derivatives, integrals, exponentials and logarithms, as well as trigonometry. Additionally, I am occasionally called upon to teach analytical geometry in space, including equations of lines and planes.

For statistics and probabilities, I provide instruction in descriptive and inferential statistics (univariate and bivariate), covering confidence intervals and hypothesis tests, applicable to secondary and higher education levels.

Feel free to reach out to me to discuss and arrange the lessons based on your specific needs and availability. My aim is to help you enhance your skills effectively and provide personalized instruction. By tailoring the lessons to your requirements, we can ensure rapid progress in your studies.

Kollol

4.9

(49)

I am specialized (>5 years of experience) in tutoring math for school (any level, but preferably higher level), including competitive exams such as the SAT, GRE, GMAT, and the IIT-JEE.

This class is aimed to train
1) high-school students undergoing VWO or an IB curriculum, who are having problems following math at school or university,
2) Anyone who wishes to take the VWO Math-A/B/C entrance examinations by Boswell or CCVX and wants to train for that.

Personally, I am currently working as a Quantitative Researcher of stock markets, and therefore analytical math is also a part of my job.

The classes could be rigorous or lenient depending on the student. There will be periodic homework and I'll make sure that the student achieves her/his desired goals.

Susan

4.9

(49)

- Wiskunde A, Geschiedenis op alle niveaus van het voortgezet onderwijs
- Economie, Bedrijfseconomie op alle niveaus van het voortgezet onderwijs, tevens ook HBO/Universitair
- Scriptiebegeleiding alle niveaus van het voortgezet onderwijs, tevens ook HBO/Universitair (economische onderwerpen)

Peter

4.9

(49)

I teach mathematics and physics at different levels.
I always start with an introduction that is mainly focused on very simple concepts that are then followed by entry-level exercises.
After this I expand the subject matter, which also includes advanced exercises.

Adunola

4.9

(49)

I have experience and passion in teaching English and achieving good results. Our focus after lessons will also be in the areas of reviews, periodic assignments and examine results progressively.We will also discuss trouble areas, creating good foundation and making use of different methods to move ahead and achieve set goals.

Tanguy

4.9

(49)

Welcome to my tutoring classes, where learning knows no boundaries and knowledge is nurtured with passion and care! I offer tutoring in English, French, Dutch, Mathematics, and Sciences, delivered by me an accomplished tutor with a strong academic background in engineering and a love for music.

My teaching philosophy revolves around a step-by-step approach, ensuring every concept is thoroughly understood before progressing. I encourage critical thinking and creativity, empowering students to trust their abilities and develop independent thought.

My personal success story exemplifies my belief that everyone can excel with the right mindset and determination. Literally anyone. From struggling with math to becoming the top student in my class, my experience proves that ambitious goals and effective study strategies yield remarkable results.

During my tutoring classes, I create a nurturing and supportive environment, tailoring my teaching methods to meet each student's needs. Our commitment goes beyond improving academic performance; I aim to instill a lifelong love for learning and self-improvement.

Join on this enriching learning journey, where ambition and dedication merge to achieve great heights. Whether you're a young student eager to grasp new concepts or a teenager aiming for academic excellence, we're here to guide and support you every step of the way. Unleash your potential and make learning a fulfilling experience with our tutoring business!

Roland

4.9

(49)

The TU Delft Aerospace Engineering Bachelor is one of the most prestigious bachelor programmes the Netherlands has to offer. With it being highly sought-after by students all around the globe, there is a highly competitive selection procedure which needs to be completed to get admitted to this popular degree. A massive part of this admission procedure is the selection exam, consisting of three different tests: Mathematics, Physics and First-Year Material.

As a cum laude graduated Aerospace Engineer at TU Delft, who has also been tutoring since 2017, I have a lot of valuable experience and knowledge of the program to help you out with the right preparation to get in. Moreover, after successfully helping more than 10 students secure a spot over the last three years, I have decided to prepare an additional custom lesson plan for each student, based on the admission syllabus, to ensure an even higher chance of admission.

With my calm and stepwise explanation, weaker topics will be addressed, and your solution procedures will be polished. Each lesson will either be theory, exercise-based or an opportunity to talk about the admission, student life, Delft, what to expect from the study and whether it is the right fit for you.

Hala

4.9

(49)

I have over three years of experience providing Cito training and tutoring for primary school students. Whether you need extra help with specific subjects or want to prepare for the Cito test, I'm here to help! My tutoring is tailored to the needs of each student, and I offer guidance for all subjects and grade levels.

From math and language arts to geography and history, I'll make sure you understand the material and feel more confident taking your tests. Together, we'll work on your strengths so you can achieve your goals!

Prashil

4.9

(49)

Welcome to my Foundation Course in Science and Maths, specially designed for primary, secondary, and high school students in Amsterdam. This course aims to build a strong foundation in these critical subjects, ensuring students excel academically and develop a genuine love for learning.

My teaching approach is focused on making learning enjoyable and engaging. I incorporate interactive activities and hands-on experiments to bring Science and Maths concepts to life. By involving students in these dynamic learning experiences, I aim to transform abstract concepts into tangible understanding. Each session is thoughtfully designed to keep students interested and motivated, minimizing fatigue and maximizing retention.

I believe in simplifying complex topics, breaking them down into easy-to-understand segments. This approach helps students grasp and retain challenging concepts with ease. Techniques such as mnemonic devices, visual aids, and real-life examples are integral to my method, ensuring that formulas and concepts are not just memorized, but truly understood.

Regular assessments are conducted to track student progress and identify areas needing improvement. These tests also prepare students for their school exams, ultimately boosting their confidence. I understand the importance of keeping parents informed and involved in their child’s academic journey. That's why I provide weekly reports detailing their child’s progress, strengths, and areas for improvement. This continuous feedback loop ensures that parents are aware of their child’s development and can support their learning at home.

Encouraging words and positive feedback are integral to my teaching method. I strive to build students' self-confidence and to instill a love for learning through positive reinforcement. Setting achievable goals for each student, I celebrate their successes and motivate them to strive for excellence. This goal-setting approach not only drives academic success but also fosters a sense of accomplishment and self-worth.

As a tutor, my satisfaction comes from seeing my students excel and reach their full potential. My ultimate goal is to empower students with the knowledge and skills they need to succeed in Science and Maths. I am always available to support my students, offering additional help and resources as needed to ensure their success.

I foster an open environment where students feel comfortable asking questions, no matter how simple they may seem. This curiosity drives deeper understanding and encourages a proactive approach to learning. By incorporating games, puzzles, and interesting activities, I ensure that learning remains fun and engaging, keeping students excited about the subjects.

Join my Foundation Course in Science and Maths and watch your child develop a strong foundation, confidence, and a genuine love for these essential subjects. Let’s work together to achieve academic excellence and make learning a fun and rewarding experience. “Excel in Subjects, Soar in Confidence!”

Anja

4.9

(49)

Als bevoegd wiskundedocent geef ik 1-op-1 online bijles Wiskunde op allerlei niveaus van het Voortgezet Onderwijs, waaronder :
- Vmbo;
- Mavo;
- Havo;
- Vwo.

Stap voor stap nemen we de leerstof samen door, zodat je het goed onder de knie krijgt. Wiskunde leer je door te doen! Het geeft mij veel voldoening als de leerling mooie cijfers haalt.
Ook bijles in de avonden, weekenden en schoolvakanties.

Anneke

4.9

(49)

Online math tutoring – Personal guidance by a qualified teacher
Need extra help with math?
I am a qualified teacher with more than 20 years of experience in both lower and upper secondary education: vmbo, havo, vwo

What I offer:
✅ Online tutoring via a shared digital whiteboard
✅ Personal explanation, tailored to the student
✅ Help with homework, preparation for tests or exams
✅ More self-confidence in mathematics
✅ Tutoring can also be given in English
✅ Notes at the end of the lesson by email and parent receives a message about how the lesson went

Whether you want to brush up, keep up or work on top grades: I guide every student step by step.

📅 Still a few spots available before or after school
💻 Completely online, so easily from home

Interested? Send me a message!

Safa

4.9

(49)

Do you find math challenging or want to improve your grades and understanding?
This class is perfect for students from primary school up to the 4th year of high school who want to strengthen their math skills and gain confidence.

In my lessons, you’ll learn how to:
• Understand basic and advanced math concepts step by step
• Solve problems in algebra, geometry, fractions, and equations
• Improve logical thinking and problem-solving skills
• Prepare for school tests and exams with confidence
• Apply math in practical, real-life situations

I adapt each lesson to the student’s level and learning style. My teaching method is clear, patient, and focused on building understanding — not just memorization.

All you need is a good internet connection and a computer or tablet.

Alexander

4.9

(49)

Ik ben gespecialiseerd in het geven van wiskunde. Ik geef wiskunde aan alle klassen en niveau’s van het VO. Mijn doel is om de lestof zo begrijpelijk te maken dat leerlingen geen moeite meer hebben met hun struikelblokken. Ik bespreek altijd eerst de lesstof en daarna laat ik leerlingen zelf de opgaven maken en spring in als leerlingen ergens op vastlopen. Ik probeer de uitleg zo duidelijk mogelijk te maken zodat het kwartje bij de leerling valt.

Elhoucine

4.9

(49)

In deze les wiskunde B leer je hoe je met behulp van differentiaalrekening de helling van een functie en het raaklijnvoorschrift bepaalt. We beginnen met het begrijpen van wat een afgeleide betekent en hoe deze samenhangt met de grafiek van een functie.

Vervolgens oefenen we met het berekenen van afgeleiden van veelvoorkomende functies, zoals veeltermen en eenvoudige samengestelde functies. Daarna passen we dit toe door de helling in een specifiek punt te bepalen en het bijbehorende raaklijnvoorschrift op te stellen.

De les is praktisch en stap-voor-stap opgebouwd, met duidelijke uitleg en gerichte oefenopgaven. Er is veel aandacht voor veelgemaakte fouten en examenvalkuilen, zodat je deze leert herkennen en vermijden.

Deze les is geschikt voor leerlingen die moeite hebben met differentiëren, hun begrip willen verdiepen of zich voorbereiden op toetsen en examens wiskunde B.