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

من 165.38 SAR /س

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.

المكان

عبر الانترنت من المغرب

من أنا؟

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.

المستوى التعليمي

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

الخبرة / المؤهلات

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 ...

السن

شباب (13-17 سنة)

الكبار (18-64 سنة)

الكبار (65 سنة فأكثر)

مستوى الطالب

مبتدئ

متوسط

متقدم

المدة

60 دقيقة

الدرس يدور باللغة

الإنجليزية

الفرنسية

مهارات

الرياضيات

النمذجة الحاسوبية

الجاهزية في الأسبوع العادي

(GMT -04:00)

نيويورك

على الانترنت عبر كاميرا ويب

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Raef

4.73

(136)

Experienced and qualified teacher gives private lessons in Mathematics - Analysis - Matrices - Statistics - Algebra - Geometry - Physics - Mechanics - Electricity - Chemistry - Organic Chemistry - Biology, Geology at home either by a link (very modern method) which serves as a table interactive shared more than skype or zoom of French program to students of Terminales, 1ère, Seconde, Brevet Concours or International School (IB in English) and university preparatory classes for the year 2022/2023
You can contact me for details.
Program and prices specific to Brazil where the program ends later and I can be there and I thus offer help with homework from CNED.
My online student results were with VERY GOOD, GOOD AND EXCELLENT grades.
Do not hesitate to contact me for more information, Response in less than 12 hours

Adam

4.73

(136)

As an experienced teacher of mathematics, physics and programming, I offer online courses tailored to students wishing to improve their understanding, prepare for their exams or succeed in their university projects.

I have been teaching for several years to students of different levels: high school, university, engineering schools, and adults retraining for a new career. My goal is to make complex concepts simpler through clear, progressive explanations adapted to each student's level.

I can assist you in the following areas in particular:

• Mathematics: analysis, algebra, probability, statistics, differential calculus, exercises and exam preparation
• Physics: mechanics, electricity, thermodynamics, general physics and problem solving
• Computer science and programming: Python, Java, algorithms, object-oriented programming, SQL, project support and practical exercises

The courses are conducted online via videoconference with screen sharing and detailed step-by-step explanations. I place great importance on a genuine understanding of the concepts and on student autonomy.

I also use modern artificial intelligence tools (such as ChatGPT and programming assistants) to help students learn more effectively, while developing their thinking skills and personal understanding.

I can help you for:
• Exam and competition preparation
• regular support
• university projects
• homework and practical exercises
• catch-up and remedial education
• Introduction to programming

Feel free to contact me to discuss your goals and level in order to set up support tailored to your needs.

Samaa

4.73

(136)

With over 4 years of experience I teach math curriculums (GCSE, IGCSE, IB CNISE, SAT) to students from earlier stages, elementary to high school. I focus on all mathematical concepts, develop classroom materials, organize activities, assign homework, grade tests, and prepare students for exams. I prepare mathematics curriculum for my students, like college entrance exams.

I demonstrate excellent mathematics skills and analytical thinking alongside solid instruction. I instruct my students throughout the year and create lesson plans, assign homework, and manage online classrooms. I keep in touch with parents to be aware of the progress.
I hold a Master's degree in Engineering with teacher education courses and I've achieved the highest grades in my math courses throughout the years with straight A Grades.

My Responsibilities towards my students
-Create a great environment that is conducive to learning.
-Care for and effectively assist students with special concerns.
-Analyze data to determine student progress and achievement.
-Work with individual and small groups of students to support mathematics instruction.
-Encourage students who need extra help
-Plan and carry out instructions, activities and prepare learning materials.
-Maintain appropriate records and follow required procedures and practices.
-Work with students to develop and monitor academic goals for both short-term and long-term success.

My qualifications
-Master Degree in Engineering
-An experienced teacher for over 4 years
-Experience with calculus, geometry, statistics, and trigonometry.
-Dedication to instruction of critical thinking and problem-solving with confidence in a collaborative environment.
- Leadership skills and a positive attitude when assisting with decision making.
-Demonstrated professionalism and dedication to continuous improvement.
-Time management skills.

Mohamed

4.73

(136)

As an experienced math teacher, I offer private math lessons via webcam, math tutoring to catch up on gaps, as well as intensive math lessons before exams. I specialize in helping middle school/high school students with math homework and I offer distance math lessons tailored to the student's needs. My goal is to help you improve your math skills quickly and effectively prepare for the baccalaureate/brevet. I also listen to students experiencing academic difficulties and can offer you personalized support to overcome your difficulties.

Middle school or high school students from the French mission. The 2nd and 1st general Terminale specialty classes of the French system
The 5th, 4th and 3rd levels of the college
levels T and Common Core Sciences, Technological TC, 1st Baccalaureate Experimental Sciences and final year of all streams (SVT-PC-SC.Math)
My goal is to help students to:

Improve their level
Deepen their knowledge
Assimilate their courses
fill in their gaps
improve
I am also able to support them in preparing for their exams and competitive entrance exams to the grandes écoles, as well as provide them with homework help. I am convinced that I have the qualities required to enable my students to progress and perhaps even give them a taste for this subject!
I am considered one of the best online math tutors. I also offer math support for French mission students and math help for international students wishing to follow the French curriculum.
online math lessons, math tutoring, experienced math teacher. private math lessons. Online math tutoring"
"Private math tutor for [level] (e.g. middle school, high school, 3rd, final year)"
"Math lessons at home"
“Math help for struggling students”
"Math lessons to improve grades"
“Preparation for the brevet/baccalaureate in mathematics”
"Online math teacher for [level]"
"Cheap math tutoring"
"Personalized online math lessons"
“Find a certified math teacher”

Mohamed

4.73

(136)

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.

Salah

4.73

(136)

As a teaching professional, I have always enjoyed sharing my knowledge. My goal is to provide quality education. I am aware that some topics may seem complex, but often this is simply the result of an inadequate explanation by the teacher. With me, you will discover a real interest in the material!

We strive together to achieve academic excellence, overcoming the shortcomings and difficulties encountered by your child. Studies will become a pleasant experience for him. In addition to the courses, I can also help with school orientation, identifying their preferences and highlighting the advantages and benefits of a fulfilling educational ambition.

The sessions generally take place according to the following stages:

1️⃣ The first sessions are devoted to the assessment of the student's level in order to detect existing gaps.

2️⃣ Next, we create a personalized plan to address these gaps, including the number of hours of work needed, specific areas to focus on, and appropriate training and development exercises.

3️⃣ We stay in constant contact with the student's class teacher, to keep up to date with the latest requirements and ensure a consistent approach.

4️⃣ Subsequently, I provide exams similar to those that are likely to be asked in class, to prepare the student effectively.

5️⃣ Upon request, I write a regular report, usually monthly, to keep parents informed of their child's progress throughout their course.

I adapt my methodology according to the specific needs of each student, thus offering them a personalized and adapted work approach.

In addition, I offer crash courses for students preparing for the start of the school year, allowing them to start the year well prepared, with a solid lead on the school curriculum.

If you have any questions, do not hesitate to contact me. I will be happy to help you.

Mariem

4.73

(136)

I am an experienced teacher, particularly in academic support and homework monitoring, whether online or in person.
I provide private lessons for primary school four sessions per week (Math, Reading and comprehension, French, Written expression).
I am experienced in teaching the Arabic language to non-Arabic speakers using booklets known as the volume of Medina series...

Badr

4.73

(136)

My name is Badr and I am passionate about teaching mathematics. I offer private mathematics lessons in English🇬🇧 and French🇫🇷 tailored to students from primary to high school, including preparation for the baccalaureate and 3rd year middle school exams.

Using a clear and progressive approach, I simplify complex concepts to enable each student to better understand, gain confidence, and make lasting progress. Whether in arithmetic, algebra, geometry, or analysis, my sessions are personalized according to the level, pace, and needs of each student.
My goal: to help each student build a solid foundation, overcome their obstacles, succeed in their exams, and excel in their academic career.

Mohamed

4.73

(136)

**🌟 Excellence Assured: Prepare for the Bac G/E physics test! 📚**

Dear Future Bachelor,

The Baccalaureate physics test is an exciting challenge, and I am here to rigorously guide you towards success. I am Mohamed, and using innovative methods, cutting-edge techniques and effective tips, I prepare you to face this exam with confidence.

📊 **Why Choose My Physical-Chemistry Support for the Baccalaureate?**

🔥 **Targeted Approach:** With my experience and my passion for private lessons and with my students as a chemistry teacher, I am here to support you in your preparation for the physics-chemistry test at the Bac. My goal is to help you master key concepts and develop a deeper understanding.

🎯 **Strategic Thinking:** Beyond simple memorization, I encourage you to think and analyze questions critically. This approach strengthens your autonomy in reflective subjects, a valuable asset for exams and beyond.

📚 **Solid Foundation:** My supervision is based on methodological bases and essential know-how. I will guide you through each step of the physics-chemistry test, equipping you with the skills needed to excel.

📝 **Authentic Preparation:** At the end of each session, you will receive a BAC-type table assignment adapted to your needs. Before taking it under exam conditions, you will have access to the PDF course materials and the methodology necessary to prepare with complete confidence.

📅 **Register Now!**

Rania

4.73

(136)

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.

Ayoub

4.73

(136)

I am committed to teaching my students while adopting an active teaching method. I put all my experience acquired as a private tutor at 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 in the French system from 6th to 12th grade (Speciality: Mathematics, PC)

Nour

4.73

(136)

Ce cours s’adresse aux étudiants de toutes spécialités souhaitant :

°° Renforcer leurs bases en mathématiques, physique et sciences d’ingénieur.

°° Comprendre en profondeur les concepts clés.

°° Préparer efficacement leurs devoirs, contrôles et examens.

Pourquoi choisir ce cours ?

°° Méthodes pédagogiques adaptées à chaque élève.

°° Explications claires et simplifiées pour une compréhension rapide.

°° Résolution d’exercices types et aide personnalisée.

Modalités des cours :

•• Cours en ligne interactifs avec un suivi personnalisé.

•• Horaires flexibles pour s’adapter à votre emploi du temps.

Raouf

4.73

(136)

As an experienced mathematics teacher, I offer online private tutoring for high school and university students in Belgium, France, and Switzerland. My courses cover the entire curriculum, from secondary school through the first years of university in science, economics, or engineering.
- For high school students: strengthening of the basics in algebra, geometry and analysis, homework help, preparation for official exams (Higher Secondary Education Certificate, Baccalaureate, specific tests).
- For students: advanced university mathematics with a focus on analysis, linear algebra and numerical methods.
My teaching methods are adapted to the online format, with clear explanations, interactive exercises, and personalized support to ensure progress. The first session is for a precise assessment of your needs.
Key points
- Flexible courses (1 to 2 hours per session) via videoconference using Zoom or Teams.
- Use of digital tools to facilitate understanding (interactive whiteboards, screen sharing).
- Direct application to Belgian programs and requirements of school and university examinations.

Yassine

4.73

(136)

Are you looking for serious support to improve your level in **physics-chemistry** and **maths**?

I offer personalized private tutoring for middle and high school students, tailored to each level and need. Guaranteed results.

Proposed formats:
✔️ Home lessons in **Marrakech**
✔️ Online courses (flexible and interactive)

Languages of instruction:
🇫🇷 French
🇲🇦 Arabic
🇬🇧 English

What I propose:

* Simple and appropriate explanations
* Homework help and test preparation
* Strengthening of foundations and methodology
* Regular monitoring and guaranteed progress

Specialty: Supporting students with difficulties
Thanks to my significant experience, I help students regain confidence, truly understand the course material, and improve their results (See my profile)

📍 Area: Marrakech
📩 Contact me via the website for more information.

Zeinab

4.73

(136)

You will learn the following concepts:
Method of counting, combination, permutation, arrangement,...
Independence and conditionally, Bayes' theorem...
Random variables: discrete and continuous (probability density and cumulative distribution function).
System of random variables (joint probability and marginal probabilities...)
Specific discrete random variables such as binomial distribution, geometric distribution, Poisson distribution, hypergeometric distribution...
Specific continuous random variables such as normal distribution, uniform distribution, exponential distribution, chi-squared distribution, T-distribution, F-distribution...
Mean and variance for random variables (two types)
Estimators, confidence intervals, hypothesis tests...
introduction to SPSS program