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

Von 43.87 $ /Std

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.

Ort

Online aus Marokko

Über mich

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.

Bildung

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

Erfahrung / Qualifikationen

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 ...

Alter

Jugendliche (13-17 Jahre alt)

Erwachsene (18-64 Jahre alt)

Seniorinnen und Senioren (65+ Jahre alt)

Unterrichtsniveau

Anfänger

Mittel

Fortgeschritten

Dauer

60 Minuten

Unterrichtet in

Englisch

Französisch

Fachkenntnisse

Mathematik

Computer-modellierung

Verfügbarkeit einer typischen Woche

(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

(50)

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!

Khalil

4.9

(50)

If you’ve ever felt that science and math are difficult, it’s probably because no one showed you how to think like a problem solver.
In my classes, you’ll learn not just formulas or code but how to truly understand concepts, apply them, and build strong logical intuition.

I teach:
• 🔢 Mathematics: From algebra and calculus to applied problem-solving for real-world use.
• 💻 Computer Science: Coding fundamentals (Python, C++), algorithms, and logical thinking for beginners and intermediate learners.
• ⚛️ Physics: Mechanics, thermodynamics, and practical examples that make abstract ideas simple and visual.

As a Software Engineer and Master’s student in Engineering at Nagoya University, I bring both academic knowledge and hands-on experience from real projects. My teaching approach is interactive, visual, and deeply focused on understanding over memorization.

Let’s turn complex problems into clear, step-by-step insights — and make learning something you genuinely enjoy.

Nadine

4.9

(50)

(for English description see below)
Hi there,
I offer tutoring for math and science subjects here.
Regardless of whether it's school, university or work - having to learn to pass a subject is neither fun nor much point, as you'll soon forget most of it.
But how can it be better?
I have experienced several times how much of success depends on the emotions associated with learning. That's why I'll try to create an environment in which you feel free to make mistakes - because mistakes are important for learning! I rely on understanding, patience and curiosity to develop a positive relationship with learning rather than applying pressure.

Following the neurobiologist Gerald Hüther, I see the art in setting just the right big challenges to be exciting but not frightening, so that you automatically develop joy in discovery.
I would be happy to have an introductory meeting in order to take your needs and wishes into account from the outset.
Background information about me:
I am a qualified engineer (mechanical engineering) with 3 years of work experience, as well as a master's degree in bionics (cross-sectional discipline between biology and engineering) and a PhD in environmental protection of mountain regions. I was active as a youth leader at the Alpine Club.
I have been giving tutoring lessons on the side ever since I was at school.
I am pleased to meet you.

Hello,
I offer tutoring for maths and science subjects.
Whether at school, university or work - learning to pass a subject is neither fun nor makes much sense, as you soon forget most of it.
But how can it be better?
I have learned many times how much success depends on the emotions associated with learning. That's why I try to create an environment in which you feel free to make mistakes - because mistakes are important for learning! I focus on understanding, patience and curiosity in order to develop a positive relationship with learning rather than exerting pressure.

Following the neurobiologist Gerald Hüther, I see the art in setting just the right amount of challenges to be exciting, but not frightening, so that you automatically develop the joy of discovery.
I would be happy to meet with you to discuss your needs and wishes from the outlet.
Background information about me:
I am a graduate engineer (mechanical engineering) with 3 years of work experience, as well as a master's degree in bionics (cross-sectional discipline between biology and engineering) and have a PhD in environmental protection of mountain regions. I was active in the Alpine Club as a youth leader.
I have been tutoring on the side since my own school days.
I look forward to getting to know you.

Pia

4.9

(50)

You are a high school student preparing for CCVX entrance examination for mathematics or OMPT? Don't fret, I'm here to help! Together we will cover the topics for the entrance exams. The classes will be customized to your needs and focus on your weak points so that you are well prepared for the exam to enter university. Mathematics has a lot to do with practice and getting familiar with the way of thinking logically. With my help and guidance, I am sure you will become confident in solving problems and understanding mathematical concepts.

Topics include, but are not limited to:
-Trigonometry
-Geometry (equation of lines/circles/etc.)
-Linear Algebra
-Calculus (limits, derivation, Integration, etc.)
-Set Theory and Metrics
-Analysis (quadratic equations, logarithms, exponential functions, etc.)
-Algebra
-Number Theory (sequence and series)
-Probability (statistics)
-Logic

The most important part of my lessons is, to ensure a safe and comfortable environment - I have no issue with explaining the same concept over and over again until I am convinced that you have understood it. It is important to me that you feel comfortable in asking any questions - I want to show you, that Math is more than a subject and that it can be fun!

Baia

4.9

(50)

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.

Christoph

4.9

(50)

Are you looking for help with mathematics?

To prepare for an exam, accomplish a coursework, a bachelor's or master's thesis?

I studied mathematics and physics (PhD) and have been teaching for 10 years. I have already
helped more than 150 students succeed.

I make the lecture material more understandable using concrete examples. I correct papers, explain the best methods to solve tasks or put up my own exercices to achieve the necessary level.

I would be happy to help you write extensive papers.

I am an affable character and am completely committed to one goal: the success of the
student.

Laura

4.9

(50)

I offer academic support in mathematics, French and German for primary and secondary school students (first year of high school).
I will help you with your homework, with tailored explanations, test preparation, etc.
I can also give you extra exercises to train with if needed!

Jihen

4.9

(50)

Mathematics is a key subject in the Baccalaureate exam and requires clear understanding and regular practice.
In this course, I help Bac students master mathematics step by step, following the official program. Lessons are explained in a simple and structured way, with many examples and exam-style exercises.
The course focuses on understanding methods, avoiding common mistakes, and gaining confidence to solve problems independently.
This class is suitable for students who want to improve their level, prepare seriously for the Bac exam, and achieve better results.

Markus

4.9

(50)

Ich biete verständliche und geduldige Online-Nachhilfe in Mathematik für Schüler*innen der Unterstufe an. Individuelle Unterstützung, gezielte Prüfungsvorbereitung und Hilfe bei Hausaufgaben. Flexibel, bequem von zu Hause aus. Jetzt starten!

Valérie

4.9

(50)

Passionnée par l’enseignement et forte de 29 ans d’expérience auprès des élèves, j’ai à cœur d’accompagner les enfants de l’école primaire vers la confiance et la réussite scolaire.

Mes services :
Soutien scolaire en primaire
J’accompagne votre enfant dans les apprentissages fondamentaux (lecture, écriture, compréhension, mathématiques, méthodologie), avec une approche adaptée à son rythme et à ses besoins.

Pourquoi me choisir ?
Approche personnalisée : chaque enfant est unique. Je propose un accompagnement bienveillant, concret et motivant afin de favoriser des progrès durables.
Expérience pédagogique : mon parcours me permet d’identifier rapidement les difficultés et de mettre en place des stratégies efficaces.
Climat de confiance : j’accorde une importance particulière à l’encouragement et à la valorisation des efforts.

Ce que je vous propose :
Un accompagnement bienveillant pour développer la confiance et l’autonomie de votre enfant.
Des méthodes claires et adaptées pour consolider les bases scolaires.
Un soutien régulier pour surmonter les difficultés et retrouver le plaisir d’apprendre.

N’hésitez pas à me contacter pour toute question ou pour échanger sur les besoins de votre enfant.
À bientôt,
Valérie

Jammal

4.9

(50)

Hi, my name is Jammal and I give math and physics lessons for all school levels.
I'm an aerospace engineer and I'm training to be an airline pilot :)

Tarek

4.9

(50)

As an experienced math tutor, I will guide you with patience, clear explanations and a structured approach.

My goal is not only to improve the current grade, but to awaken a genuine understanding of the logic and beauty of mathematics.

I offer a professional learning environment, adapt to your learning pace and guarantee a trusting collaboration.

Mathematics doesn't have to be an abstract subject that causes worry.
Together we can do it!

Anja

4.9

(50)

Hi, my name is Anja, I am 18 years old and I study at PLUS in Salzburg.
I'd be happy to help you if you're having difficulties with mathematics.
My classes take place in public libraries or via Zoom, although face-to-face teaching can be somewhat more effective.
Feel free to write to me if you're interested, and I look forward to hearing from you! :)

Kristina

4.9

(50)

I am a multilingual primary teacher offering tuition in all primary subjects, language tuition as well as bespoke homeschooling/travelling tutor services.
I have worked in the state sector as class teacher for 5 years before moving into the private sector in 2021. Since then, I have been working as a teacher/tutor/governess within private households to provide homeschooling and travel tutoring services to families and children.
I teach all primary subjects as well as support with behaviour, learning how to learn, teaching children with additional support needs and language tuition. I am a native English, German and Russian speaker and speak fluent French, so can offer all four languages for tuition.
If required, I am happy to provide bespoke homeschooling services and am well-versed in accommodating a school curriculum whilst travelling. Rates vary upon discussion of a tailored program.
My teaching philosophy is to foster enquiring minds by making learning active and fun. I always strive to get to know my pupils as quickly as possible to ensure I can incorporate their interests my lessons, regardless of the subject. You will be surprised home many subject areas can be infiltrated by Minecraft, Bluey, Super Mario, Marvel and many more.
I am happy to provide more information as well as references from my work as school teacher and travelling teacher/governess on request.
Please note that tutoring rates vary depending on the type of tutoring required and the amount of lessons required. I am happy to be flexible on rates upon discussion.

Amira

4.9

(50)

I offer tutoring in German (school subjects, A1-A2 level) and math (grades 1-12). I have over six years of tutoring experience and enjoy this work immensely. I am adaptable, flexible, motivating for students, and work in a structured manner.