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

From 59.96 C$ /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.

Location

Online from Morocco

About Me

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.

Education

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

Experience / Qualifications

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 ...

Age

Teenagers (13-17 years old)

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

The class is taught in

English

French

Skills

Math

Computer modeling

Availability of a typical 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

Benoit

5.0

(39)

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

(39)

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

David

5.0

(39)

I am a Math and Physics tutor with over 10 years of experience, backed by an MIT background and training from top technical schools. My lessons are unmatched, blending charisma, passion, and innovative teaching methods to create a magical learning experience. I focus on highly personalized, one-on-one sessions, understanding each student’s unique mindset to unlock their full potential.

Teaching is my true passion! I genuinely enjoy sharing my knowledge and skills with those in need. My friendly and supportive attitude allows me to establish a connection with every student right from the first lesson. So, if you're feeling demotivated and down, don't worry! I'm here to help you find the motivation you need for both academic and personal success.

If you have any questions, please feel free to contact me anytime here. I will respond to you as soon as possible!

Bibek

5.0

(39)

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 the high school and university-level students.

This class aims to prepare you for the CCVX and James Boswell entrance examination in Mathematics A and/or B so that you can enter the university. This course will be tailored to your specific needs, and we can mainly focus on the topics you are struggling with. Furthermore, please feel free to contact me and suggest any other topics you would like me to cover and teach.

Topics of the course:
1. Algebra and combinatorics
2. Functions and their graphs
3. Trigonometric functions
4. Logarithmic functions
5. Inverse functions
6. Transformations
7. Coordinate geometry
8. Quadratic equations
9. Equalities and inequalities
10. Vector and the dot product
11. Vector representation of a line
12. Algebraic methods in planar geometry
13. Parametric equations
14. Sequence and series
15. Limits and asymptotes
16. Derivatives and integral calculus
17. Probability and statistics
18. Normal and binomial distribution
19. Hypothesis testing

And many more...

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

Amin

5.0

(39)

This course aims to provide you with the knowledge and tools needed to better understand and master mathematics and physics. We offer personalized support to students of all specialties.

Sessions can be tailored to your specific needs, whether you are alone or in a group. We adjust the sessions according to your level and expectations.

Please do not hesitate to contact us if you have any questions.

Mohamed

5.0

(39)

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.

Baia

5.0

(39)

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.

Benson

5.0

(39)

Work with me in your IB journey. I have over 6 years of teaching experience with international students from Europe, Asia and America. I give home works and assignments on a regular basis.
Book a session with me in IB to get started. I interact with my students during lessons. After each lesson, i give students home works and assignment.

The International Baccalaureate (IB) offers several programs in Europe, including the IB Diploma Programme, the European Baccalaureate, and the IB's Primary Years Programme, Middle Years Programme, and Career-related Programme:

Rania

5.0

(39)

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.

Abeera

5.0

(39)

Tuitions for all subjects from grade 1-10th CBSE,SSC,ICSE, IGCSE CURRICULUM
I m a professional teacher, will guide your child kindly and will be helpful with their academics.

I can teach all main subjects: math,english, science, social studies,and second and third languages: Hindi,Urdu,Telugu,Arabic

Online and offline as per your convenience (offline location : Al Khobar)

Timings : morning and evening both

Boaz

5.0

(39)

Maths for Everyone is a class designed for people who want to understand maths clearly and without fear. It is open to learners of all backgrounds, whether you struggled with maths before or simply want a stronger foundation.

The class focuses on real understanding rather than memorising formulas. Concepts are explained step by step using simple language, clear examples, and practical intuition. Students are encouraged to ask questions, make mistakes, and build confidence at their own pace.

Lessons are adapted to the level of the learners and may cover core arithmetic, algebra, functions, graphs, probability, basic statistics, and problem solving skills. The goal is not speed, but clarity and confidence.

No prior knowledge is required. The aim of this class is to make maths understandable, useful, and accessible to everyone.

Nicolas

5.0

(39)

I am a dynamic and demanding teacher who gives private lessons in Physics-Chemistry as well as Mathematics.

I graduated from teaching seven years ago, after a masters in physical sciences with honors, and I teach in college and high school since.
I have also been preparing students for the Baccalaureate Science for many years, all of whom have been awarded very good honors.
I also prepare my students for different exams (Matu, Bac, preparation for EPFL, etc...)

I make sure to rework the basics so that the student can progress quickly. It is important to me that my students acquire a solid foundation of knowledge.
I also give effective work methods that will allow him to progress much more quickly and so he can regain self-confidence.

I can travel to the student's home or also conduct the lesson via Zoom/Google Meet.

As an English Teacher in Al-Manhal Schools from Tunisia (تونس), I have an experience teaching Elementary, Intermediate and Secondary level students across multiple curriculums. My classes are learner-centered with a major focus on students personal capabilities by taking into consideration Multiple Intelligences within the classroom environment.

I promote students' academic growth in the 4 target language skills: Reading, Writing, Listening and Speaking. And I also work to build a strong foundation for young learners and those who know little about the English language.

I also have a Baccalaureate in Mathematics and can help students in Elementary levels improve their skills.

Rajkumar

5.0

(39)

Transform your mathematical journey from a source of stress into a path for academic excellence.

By mastering the right techniques, you will see a significant shift in your academic performance and confidence. I specialize in all major curricula up to the K-12 level, providing the targeted support you need to secure top-tier grades and stay ahead of your school's requirements.

Mathematics is one of the most feared subjects among students across the world. I believe that students get this impression due to a lack of expert mathematics teachers who can present the material in a way that is truly accessible. When mathematics is integrated into real-world contexts and visual aids, students stop struggling and start to appreciate the reasoning behind the concepts.

My goal is to make your learning experience genuinely fun and interesting, turning complex hurdles into engaging challenges. By joining my class, you are choosing to strengthen your overall academic achievement through a curriculum-tailored approach that makes K-12 math both intuitive and rewarding.