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Private teachers in Saint‑Sauveur‑de‑Montagut

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2 private teachers in Saint‑Sauveur‑de‑Montagut

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2 private teachers in Saint‑Sauveur‑de‑Montagut

Math · Science
Trusted teacher: Welcome to "Machine Learning with Python and PyTorch: Practical Hands-on Training," a beginner-friendly course designed to introduce you to the exciting world of machine learning using two of the most popular tools in the industry: Python and PyTorch. This course focuses on practical, hands-on learning, ensuring you gain the skills needed to start building your own machine learning models. #### Course Objectives: - **Introduction to Machine Learning:** Understand the basic concepts and principles of machine learning. - **Python Programming for Machine Learning:** Learn Python programming essentials tailored for machine learning applications. - **PyTorch Fundamentals:** Get acquainted with PyTorch, a powerful and flexible deep learning framework. - **Practical Experience:** Gain hands-on experience by working on real-world projects and exercises. - **Model Building and Evaluation:** Learn to build, train, and evaluate various machine learning models. #### Course Outline: 1. **Introduction to Machine Learning:** - What is machine learning? - Types of machine learning: supervised, unsupervised, and reinforcement learning - Applications of machine learning in different industries 2. **Python Programming Essentials:** - Introduction to Python programming - Data structures and libraries (NumPy, Pandas) - Basic data manipulation and visualization (Matplotlib, Seaborn) 3. **Getting Started with PyTorch:** - Introduction to PyTorch and its ecosystem - Setting up your environment and installation - Understanding tensors and basic tensor operations 4. **Building Your First Machine Learning Model:** - Data preprocessing and preparation - Splitting data into training and testing sets - Building a simple linear regression model with PyTorch 5. **Training and Evaluating Models:** - Understanding the training process - Loss functions and optimization algorithms - Evaluating model performance using metrics 6. **Advanced Models and Techniques:** - Introduction to neural networks - Building and training a neural network with PyTorch - Exploring convolutional neural networks (CNNs) for image classification 7. **Practical Projects and Applications:** - Hands-on projects to reinforce learning - Real-world applications and case studies - Tips and best practices for successful machine learning projects 8. **Next Steps in Your Machine Learning Journey:** - Exploring further learning resources - Joining machine learning communities and forums - Preparing for advanced topics and courses #### Who Should Enroll: - Beginners with no prior experience in machine learning - Individuals interested in learning Python programming - Aspiring data scientists and machine learning enthusiasts #### Prerequisites: - Basic computer literacy and familiarity with high school-level mathematics - No prior programming or machine learning experience required #### Course Outcomes: By the end of this course, you will be able to: - Understand the fundamental concepts of machine learning - Write and execute Python code for machine learning tasks - Use PyTorch to build, train, and evaluate machine learning models - Apply your knowledge to real-world problems and projects - Take the next steps in advancing your machine learning skills Join us in "Machine Learning with Python and PyTorch: Practical Hands-on Training" to embark on your journey into the fascinating world of machine learning. Gain the skills and confidence needed to build and deploy your own models, and start making an impact with machine learning today.
Python · Computer programming
Trusted teacher: A passionate teacher of Japanese (my native language), I offer personalized, interactive courses adapted to all levels. 🍡 Build your grammar foundations My comprehensive courses are based on books such as Minna no Nihongo or Irodori, as well as my own materials (slideshows, personalized documents). We approach vocabulary, grammar, conversation and listening in a progressive and interactive way. Are you a beginner? No worries, we will work from the basics using French or English to help you. If you already have some knowledge, we will choose together the grammar points on which you will focus to progress effectively :) 🍡 Advanced Reading and Listening For learners who already have a solid foundation, these courses help strengthen your reading and listening skills. If you have texts or content that you would like to explore, we will use them in class. Otherwise, I will provide you with resources adapted to your level and interests! 🍡 JLPT exam preparation Prepare effectively for the JLPT (Japanese Language Proficiency Test), a recognized exam that validates your level of Japanese. Whether it's to boost your chances for studies, a job or simply to challenge yourself, my courses will guide you with targeted exercises and strategies adapted to your level. In the first lesson, we will discuss in Japanese/French/English to assess your level of Japanese, your expectations for the Japanese course, as well as the books we will use. Each one-hour lesson takes place online or at my home in Prilly. Organize your classes at your own pace: once a week, every two weeks, or even in intensive sessions lasting several hours! I look forward to supporting you in your learning of Japanese, and sharing my culture with you! 🌸
Japanese
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Only reviews of students are published and they are guaranteed by Apprentus. Rated 5.0 out of 5 based on 24 reviews.

DELE C1 specialist with proven records of success. Let’s achieve your goals. (San Juan de Alicante)
Maria
Maria is an excellent teacher who can adapt her teaching style according to her student. My daughter and I both had lessons with her and we both found the lessons both enjoyable and challenging. We both feel we made progress. My daughter has had several tutors over the years and thinks Maria is, for her, perfect. She makes the lessons fun while having a structure and aim for each lesson so progress is always made.
Review by TIM
Singing, Guitar, Piano, Violin and/or English, Math lessons for anyone! (Budapest)
Dean
He is a passionate, humorous, and caring individual who makes a fantastic teacher. His ability to make learning fun extends beyond the classroom; he was always eager to help me after class, and as a result, my guitar playing skills significantly improved. I heartily endorse him for any guitar student, regardless of skill level.
Review by PHẠM CÔNG
Singing lessons in Copenhagen. Discover your voice with a vocal teacher/mezzo soprano Karolina. (Copenhagen)
Karolina
Karolina really strikes the perfect balance between encouragements and challenges to make her student progress. As an amateur singer in a band, it was important for me to find a rigorous yet creative teacher to improve my singing techniques. Her meticulousness and expertise make her an inspiring singing teacher!
Review by MÉLISSA

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