facebook
    Billal
    Trusted teacher
    FavouritesAdd to Wish List
    FavouritesAdd to Wish List
    Trusted teacher
    from17.10GBP/ h

    Computer Science: Data Science & AI, Algorithms, and ML Project Management

    I am a PhD student in computer science, holding a double degree: a Master's 2 International and an engineering degree in Data Science and Artificial Intelligence.
    I offer theoretical and practical courses specialized in the following areas:

    Python Programming:
    - Data Science
    - Machine Learning
    - Deep Learning: Convolutional Neural Networks, Natural Language Processing, Graph Neural Networks, Generative Adversarial Networks
    - Time Series

    C Programming:
    - Algorithms and Data Structures: arrays, linked lists, queues, stacks.

    Machine Learning Project Organization:
    - Structuring a project into packages and files on GitHub
    - Integrating the project with an MLOps platform like Neptune.ai
    - Creating jobs or execution scripts

    Tools used:
    - Python
    - PyTorch
    - GCC
    - VSCode
    - GitHub
    - Neptune.ai
    - Google Colab

    Bonus:
    Package publication on PyPI

    Courses are held on online platforms such as Google Meet or Microsoft Teams.

    Extra information

    Please bring your computer, a sheet of paper, and a pen ready for note-taking.

    Location

    Online via webcam

    General info

    Age:
    Children (7-12 years old)
    Teenagers (13-17 years old)
    Adults (18-64 years old)
    Seniors (65+ years old)
    Student level:
    Beginner
    Intermediate
    Advanced
    Duration:
    60 minutes
    90 minutes
    120 minutes
    The class is taught in:French, English

    About Me

    I am a PhD student in computer science and hold a dual degree in Data Science and Artificial Intelligence, with a solid experience in teaching programming, data science, and machine learning. I teach because I enjoy sharing my knowledge and seeing my students progress and achieve their goals. I particularly appreciate motivated and curious students who are not afraid to ask questions to better understand.

    My teaching approach is based on practice and interaction. I use many concrete examples to explain complex concepts, and I make sure to adapt my courses to the level and needs of each student. My goal is to make learning accessible and enjoyable while ensuring mastery of the required technical skills.

    I prioritize a personalized teaching method focused on student success, while creating a stimulating and supportive learning environment. My objective is for each student to leave the sessions with a deep understanding and a desire to learn more.

    This is the approach I offer to students and their parents to support them in their learning journey.

    Education

    - PhD student at the Conservatoire national des arts et métiers, Paris (currently)
    - Master 2 International in Computer Science
    - Engineering degree in Data Science and Artificial Intelligence

    Experience / Qualifications

    - Data Science and Artificial Intelligence
    - Applied Mathematics and Statistics
    - Flamenco guitarist and virtuoso musician

    Ask a question

    Send a message explaining your needs and Billal will reply soon:
    The more detail, the better.
    Ex. "Hi, when are you available to meet for a lesson?"

    Availability of a typical week

    (GMT -05:00) New York
    MonTueWedThuFriSatSun
    0              
    1  Monday at 1:00  Tuesday at 1:00  Wednesday at 1:00  Thursday at 1:00  Friday at 1:00  Saturday at 1:00  Sunday at 1:00
    2  Monday at 2:00  Tuesday at 2:00  Wednesday at 2:00  Thursday at 2:00  Friday at 2:00  Saturday at 2:00  Sunday at 2:00
    3  Monday at 3:00  Tuesday at 3:00  Wednesday at 3:00  Thursday at 3:00  Friday at 3:00  Saturday at 3:00  Sunday at 3:00
    4  Monday at 4:00  Tuesday at 4:00  Wednesday at 4:00  Thursday at 4:00  Friday at 4:00  Saturday at 4:00  Sunday at 4:00
    5  Monday at 5:00  Tuesday at 5:00  Wednesday at 5:00  Thursday at 5:00  Friday at 5:00  Saturday at 5:00  Sunday at 5:00
    6  Monday at 6:00  Tuesday at 6:00  Wednesday at 6:00  Thursday at 6:00  Friday at 6:00  Saturday at 6:00  Sunday at 6:00
    7  Monday at 7:00  Tuesday at 7:00  Wednesday at 7:00  Thursday at 7:00  Friday at 7:00  Saturday at 7:00  Sunday at 7:00
    8  Monday at 8:00  Tuesday at 8:00  Wednesday at 8:00  Thursday at 8:00  Friday at 8:00  Saturday at 8:00  Sunday at 8:00
    9  Monday at 9:00  Tuesday at 9:00  Wednesday at 9:00  Thursday at 9:00  Friday at 9:00  Saturday at 9:00  Sunday at 9:00
    10  Monday at 10:00  Tuesday at 10:00  Wednesday at 10:00  Thursday at 10:00  Friday at 10:00  Saturday at 10:00  Sunday at 10:00
    11  Monday at 11:00  Tuesday at 11:00  Wednesday at 11:00  Thursday at 11:00  Friday at 11:00  Saturday at 11:00  Sunday at 11:00
    12  Monday at 12:00  Tuesday at 12:00  Wednesday at 12:00  Thursday at 12:00  Friday at 12:00  Saturday at 12:00  Sunday at 12:00
    13  Monday at 13:00  Tuesday at 13:00  Wednesday at 13:00  Thursday at 13:00  Friday at 13:00  Saturday at 13:00  Sunday at 13:00
    14  Monday at 14:00  Tuesday at 14:00  Wednesday at 14:00  Thursday at 14:00  Friday at 14:00  Saturday at 14:00  Sunday at 14:00
    15  Monday at 15:00  Tuesday at 15:00  Wednesday at 15:00  Thursday at 15:00  Friday at 15:00  Saturday at 15:00  Sunday at 15:00
    16  Monday at 16:00  Tuesday at 16:00  Wednesday at 16:00  Thursday at 16:00  Friday at 16:00  Saturday at 16:00  Sunday at 16:00
    17  Monday at 17:00  Tuesday at 17:00  Wednesday at 17:00  Thursday at 17:00  Friday at 17:00  Saturday at 17:00  Sunday at 17:00
    18              
    19              
    20              
    21              
    22              
    23              
    from £17.10Online via webcam

    Good-fit Instructor Guarantee


    If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

    Online reputation

    • Instructor since September 2024
    • Google connected

    Availability of a typical week

    (GMT -05:00) New York
    MonTueWedThuFriSatSun
    0              
    1  Monday at 1:00  Tuesday at 1:00  Wednesday at 1:00  Thursday at 1:00  Friday at 1:00  Saturday at 1:00  Sunday at 1:00
    2  Monday at 2:00  Tuesday at 2:00  Wednesday at 2:00  Thursday at 2:00  Friday at 2:00  Saturday at 2:00  Sunday at 2:00
    3  Monday at 3:00  Tuesday at 3:00  Wednesday at 3:00  Thursday at 3:00  Friday at 3:00  Saturday at 3:00  Sunday at 3:00
    4  Monday at 4:00  Tuesday at 4:00  Wednesday at 4:00  Thursday at 4:00  Friday at 4:00  Saturday at 4:00  Sunday at 4:00
    5  Monday at 5:00  Tuesday at 5:00  Wednesday at 5:00  Thursday at 5:00  Friday at 5:00  Saturday at 5:00  Sunday at 5:00
    6  Monday at 6:00  Tuesday at 6:00  Wednesday at 6:00  Thursday at 6:00  Friday at 6:00  Saturday at 6:00  Sunday at 6:00
    7  Monday at 7:00  Tuesday at 7:00  Wednesday at 7:00  Thursday at 7:00  Friday at 7:00  Saturday at 7:00  Sunday at 7:00
    8  Monday at 8:00  Tuesday at 8:00  Wednesday at 8:00  Thursday at 8:00  Friday at 8:00  Saturday at 8:00  Sunday at 8:00
    9  Monday at 9:00  Tuesday at 9:00  Wednesday at 9:00  Thursday at 9:00  Friday at 9:00  Saturday at 9:00  Sunday at 9:00
    10  Monday at 10:00  Tuesday at 10:00  Wednesday at 10:00  Thursday at 10:00  Friday at 10:00  Saturday at 10:00  Sunday at 10:00
    11  Monday at 11:00  Tuesday at 11:00  Wednesday at 11:00  Thursday at 11:00  Friday at 11:00  Saturday at 11:00  Sunday at 11:00
    12  Monday at 12:00  Tuesday at 12:00  Wednesday at 12:00  Thursday at 12:00  Friday at 12:00  Saturday at 12:00  Sunday at 12:00
    13  Monday at 13:00  Tuesday at 13:00  Wednesday at 13:00  Thursday at 13:00  Friday at 13:00  Saturday at 13:00  Sunday at 13:00
    14  Monday at 14:00  Tuesday at 14:00  Wednesday at 14:00  Thursday at 14:00  Friday at 14:00  Saturday at 14:00  Sunday at 14:00
    15  Monday at 15:00  Tuesday at 15:00  Wednesday at 15:00  Thursday at 15:00  Friday at 15:00  Saturday at 15:00  Sunday at 15:00
    16  Monday at 16:00  Tuesday at 16:00  Wednesday at 16:00  Thursday at 16:00  Friday at 16:00  Saturday at 16:00  Sunday at 16:00
    17  Monday at 17:00  Tuesday at 17:00  Wednesday at 17:00  Thursday at 17:00  Friday at 17:00  Saturday at 17:00  Sunday at 17:00
    18              
    19              
    20              
    21              
    22              
    23              
    from £17.10Online via webcam

    Good-fit Instructor Guarantee


    If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.

    Share


    Raef
    Tuition in Math - Physics - Chemistry - Bio
    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

    Benoit
    Private online mathematics lessons - Qualified and experienced teacher
    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 perfect knowledge of the mathematics program of the College and the High School (from the Sixth to the Terminale). During my formative years, I studied and developed many techniques that make it easier to learn math. The strength of my pedagogical approach lies in my ability to explain in a simple way everything that the student finds complicated. I am passionate about this job because it gives me the opportunity to guide dropout students on the path to success. It is a real pleasure to see them evolve and come to terms with the fantastic world of mathematics. I provide my private lessons in Limoges (at the student's home) or remotely (online via the internet). My distance learning courses take place on an interactive online whiteboard. This board is specially designed to promote student/teacher interaction on the internet. Thanks to this educational tool, my online courses are as effective as home courses. The student only needs an internet connection and a computer, tablet, or smartphone to take advantage of it.

    Matías
    Private coding / programming lessons with python
    Python is one of the best, if not the best, language to start learning programming. It is also one of the most widely used languages today, especially in cutting-edge areas such as machine learning. This popularity means that Python is constantly evolving. It offers a wide range of tools and libraries, which are free and very varied. As an aeronautical engineer, I like to share my knowledge and derive satisfaction from it by teaching and motivating others. I'm used to working with people of different ages. I believe in the importance of segmenting learning, visualizing progress, setting concrete goals and practicing regularly. Beyond these general principles, there is no magic rule or method. Some approaches work with some students but not with others. Adaptation to individual needs is therefore the main objective of private lessons. So I will do my best to find what motivates and helps my student.

    Reza
    Systematic Reasoning and Logical Thinking for Computer Science
    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! :)

    Benson
    GED - The General Educational Development. The GED is an alternative to a high school diploma.
    The General Educational Development (GED) is a series of four tests that certifies a student's academic knowledge is equivalent to a high school diploma in the United States. The GED is an alternative to a high school diploma. It's a good option for students who haven't completed their secondary-level studies but want to access a U.S. university. Work with me in your GED journey. I have over 6 years of teaching experience with international students from the United States of America I give home works and assignments on a regular basis. Book a session with me in GED to get started. I interact with my students during lessons. After each lesson, i give students home works and assignment.

    Stephen
    Maths and Science: Physics – Chemistry – Biology (Secondary School)
    Good morning and welcome on my profile! I am a passionate and dedicated maths and sciences teacher with over 5 years of experience helping students achieve their academic goals. Whether you're struggling with the basics or advanced concepts, I'm here to support you with patience, clarity, and a deep understanding of math. -- Teaching Methods -- I pride myself on using innovative, effective teaching methods adapted to every learning style. My approach includes: • Initial Assessment: Understand your current level and identify your strengths and weaknesses through initial assessments. • Personalized Learning Plans: Develop a personalized study plan that targets your specific needs and goals. • Interactive Learning: Use of digital tools, visual aids and concrete examples to make concepts more tangible. • Problem Solving Techniques: Teach various problem-solving strategies and develop critical thinking skills to approach complex issues. • Regular Reviews and Practices: Integrate regular reviews and practice sessions to reinforce concepts and improve retention. • Adaptability: Modify teaching strategies based on your progress and feedback to ensure continuous improvement. -- Professionalism -- Professionalism is at the heart of my teaching method. I am committed to providing a respectful, caring and structured learning environment. Here's what you can expect from me: • Punctuality: I respect your time and ensure that our classes start and end at the scheduled time. • Preparation: Each session is carefully planned to meet your specific needs and goals. • Constructive Feedback: I provide constructive and rapid feedback to help you understand your progress and identify areas for improvement. My goal is to make science accessible and exciting, helping you develop a solid understanding of fundamental principles and practical applications. I hope to help you discover the beauty and complexity of the scientific world while achieving your academic goals.

    Ayoub
    Physics-Chemistry, Maths courses (French mission program)
    My goal is to help my students progress and succeed in their exams. So that they can overcome their difficulties, I provide them with effective educational support, on an ad hoc basis or throughout the school year. Concretely, I analyze my student's profile then identify their gaps and/or difficulties to finally implement tailor-made methodologies. My teaching is aimed at students from 6th to 12th grade, all sectors combined. I assure you that with weekly monitoring and the right methods you will make progress!

    Robert
    Excel lessons, at your place, at my place or remotely, at your best convenience!
    As a Franco-Belgian management teacher, I give Excel lessons with passion! Whether remotely or face-to-face, I offer many examples and exercises to accompany you. I travel without problem throughout the region of Brussels and its surroundings, for lessons of at least 2 hours. For France, courses are only given remotely. Here are some key words that will be covered in my classes: Scenario analysis, Year, Rounding, Today, Bdnb, Bdnbval, Bdsum, Search, Column, Copy/paste in values, Copy/paste with transposition, Consolidation, Date, Datedif, Determat, Dollar, Right, Righterg, Equiv, Esterror, Estna, Frequency, Filter (simple and advanced), Format of cells, Left, Large.Value, Printing of documents, Index, Indirect, Inversemat, Day, Weekday, Line, Matrix, Max, Maxa, Max.Si, Min , Mina, Mina.If, Formatting of cells and ranges, Month, Average, Average.If, Nb, Nb.If, Nbval, Naming of cells and ranges, No, Small.value, Product, Productmat, Protection of cells, Lookup (Lookup), Lookupv (VLookup), Lookuph (HLookup), If (If), If.Not.Disp, If.Conditions, Iferror, Sum, Sumproduct, Sum.If, Sum.If.Set, Substitute , Pivot tables, Sorting, Cell locking Do not hesitate to contact me to organize your lessons according to your needs and availability. Together, we will develop your Excel skills in an efficient and personalized way.

    Salah Eddine
    Master Python with Courses Suitable for All Ages and Levels! Beginners, Intermediates, Professionals, Everyone is Welcome
    Master Python with Personalized Courses Discover the art of programming with Python courses tailor-made to meet your specific needs. Whether you are a beginner, intermediate or professional, my lessons are suitable for all levels. Why Choose My Courses? Personalized Teaching Approach: Each course is tailored to your skill level and individual goals. Practical Experience: Learn by doing with real-world projects that build your understanding and skills. Ongoing Support: Get unlimited email support for any questions you have between sessions. As a Python expert, I have a passion for teaching and sharing my knowledge. My goal is to guide you effectively in your learning journey. Book Your First Lesson: Start your journey to Python mastery now by booking your first lesson. Whether you aspire to enter the development field or hone your existing skills, these courses are designed for you.

    Mavi
    Math, Physics and Science tutoring for children and teenagers: IB MYP, IGCSE, and GCSE.
    I am Mavi, a physics engineer working at an aerospace company. I have been teaching private lessons at the primary, secondary, high school, and university preparatory levels for 9 years. I teach mathematics, physics, chemistry, and science. I have a good command of the curricula of IB, IGCSE, American, Hong Kong, and international schools. Additionally, I hold the position of president at the Astronomy Society, where I foster my students' interest in astronomy and science beyond the lessons. I prepare the learning environment by incorporating experiments and exploration, moving away from rote education. I often bring experimental materials to class, aiming to make learning memorable through hands-on experiments. As an educational mentor, I approach my students as if they were my siblings, valuing creativity. I have a deep passion for mathematics, physics, and science. I am dedicated to helping students understand and learn because life encompasses both SCIENCE and ART. The more people I can inspire to know, understand, and love mathematics, physics, and chemistry, the more proud I am. Are you curious about how nature works? Let's explore together!

    Marko
    IB (International Baccalaureate) DP and MYP Math Teacher
    Certified International Baccalaureate Diploma Programme (IB DP) Math Teacher, dedicated to unlocking the world of numbers and equations for students around the globe. With years of experience and a deep understanding of the IB DP curriculum, I bring a dynamic and engaging approach to online math education. What sets my classes apart is the seamless integration of technology into the learning experience. I conduct my sessions using a graphic tablet, ensuring that the transition to the online format doesn't compromise the quality of education. Each student receives a complete set of materials from the class via email in PDF format. This ensures that you have comprehensive notes and resources at your fingertips, aiding in thorough understanding and revision. As a certified IB DP Math Teacher, I am well-versed in the intricacies of the curriculum, ensuring a comprehensive and structured learning experience. My classes are designed to be interactive, fostering student participation and collaboration in the virtual learning environment. I understand the importance of catering to the individual needs and knowledge levels of each student. I adapt my teaching style to meet the unique requirements of my students, ensuring that the material is not only understood but mastered at a pace that suits them. Whether you're a beginner or an advanced learner, my goal is to create a supportive and inclusive learning environment tailored to your specific academic journey.

    Mazuba
    Complete IGCSE Computer Science & ICT: From Basics to Advanced Programming
    This course is tailored for IGCSE Computer Science and ICT students who want to master all the key topics in their curriculum. With a focus on practical programming skills, theoretical computer science concepts, and hands-on problem-solving, this class will guide you through the essential topics covered in the IGCSE syllabus. Learn the fundamentals of data representation, hardware and software, databases, and Boolean logic, and then build on those concepts with programming and algorithm design. Gain a deep understanding of the inner workings of computers and their applications in real-world scenarios. By the end of this course, you will have a solid understanding of key computer science concepts and the practical skills to succeed in your IGCSE exams and beyond. What You’ll Learn: Data Representation: Learn how computers represent and process data, including binary, hexadecimal, and conversions between number systems. Data Transmission: Understand how data is transmitted over networks, focusing on packet switching, USB, and data packets. Hardware & Software: Gain a foundational understanding of computer hardware components and the role of software in running programs. Boolean Logic: Explore logic gates, truth tables, and Boolean expressions, and apply them to solve complex problems. Algorithm Design: Learn to design algorithms and solve problems using effective computational methods. Programming: Master the basics of programming with hands-on coding in Python, C++, and C#. Databases: Understand database structures, SQL queries, and primary keys. Build single-table databases and learn data management techniques.

    Tristan
    Job search, CV creation, cover letter, job interview simulations.
    Boost your job search with tailor-made support! Are you looking for a job or would like to land an internship? I offer you a complete service to maximize your chances of success: - Creating impactful CVs: Highlight your skills and background with a professional design and impactful content. - Writing cover letters: Stand out with convincing texts tailored to each position. - Job interview simulations: Prepare to answer key questions and highlight your strengths through personalized coaching sessions. With more than 10 years of experience in project management, HR management and a mastery of modern tools, I support you at every stage so that you can approach your job search with confidence. 👉 Contact me now to discuss your needs and start building your professional success!

    Shadyar
    Mathematics for All: Tailored Learning for Every Age and Skill Level
    In my math classes, I aim to create an engaging and inclusive learning environment that caters to students of various ages and levels of mathematical fluency. My approach is designed to build confidence, foster critical thinking, and develop problem-solving skills through tailored instruction and interactive activities. Class Structure Beginner Level: For younger students or those new to mathematics, I focus on foundational concepts such as arithmetic, basic geometry, and number sense. Lessons are interactive, using visual aids and hands-on activities to make learning fun and relatable. Intermediate Level: For students with some math background, I introduce more complex topics like algebra, fractions, and data interpretation. Classes emphasize logical reasoning and real-world applications to deepen their understanding. Advanced Level: For older students or those with strong math fluency, I cover advanced topics such as calculus, statistics, and more. These sessions are designed to challenge students with problem-solving tasks, collaborative projects, and discussions on practical applications in data science. Teaching Methods I employ a mix of group activities, individual practice, and technology-enhanced learning tools to cater to diverse learning styles. Problem-solving is at the heart of my teaching. Students work on meaningful problems that encourage exploration, collaboration, and discovery. For younger learners or beginners, I use games and visual representations to simplify abstract concepts. Advanced learners are encouraged to tackle real-world challenges that integrate mathematics with data science principles. Goals To build a strong mathematical foundation for all students. To inspire curiosity and a love for mathematics through creative teaching methods. To prepare advanced learners for academic or professional pursuits in fields like data science by connecting mathematical theory with practical applications.

    Piotr
    Online math classes. Customized to fit your needs.
    Tutor with 10+ years of experience. In my work, I focus on the needs of my students. To teach effectively, I try to understand the way others think and point them in the right direction. Show lots of examples and describe complex concepts using simple words. Can help you with: -SAT -IB (higher level or standard level) -current high school homeworks etc. Please contact me to schedule online session.