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Private teachers in Viroinval

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2 private teachers in Viroinval

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2 private teachers in Viroinval

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
English · Arabic · French
Trusted teacher: As a highly qualified mathematics teacher, graduate of the Teachers College and with 11 years of teaching experience in public high schools, I am happy to offer at-home mathematics tutoring courses for secondary school classes. 2nd and 1st general, Terminal specialty of the French system, as well as the 5th, 4th and 3rd levels of the college. students at level T and Common Core Sciences, TC Technological, 1st Bac Experimental Sciences and final year of all sectors (SVT-PC-SC.Math-L). My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject. With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way. By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge. In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
Math · Algebra
Trusted teacher: French teacher and native Frenchwoman passionate about her job. I have worked in all the structures where French is taught. I have worked with various audiences ranging from children to adults. I have worked in a university environment, in college-high school, in associations, in training centers, in language centers, in the military environment and abroad. All these experiences have allowed me to develop skills and know-how that I pass on with devotion to my learners. This job is not only based on the transmission of knowledge but on the affect and the human. I have worked with students of all ages, from children to adults. I have often found that the student can be blocked by factors such as: - lack of self-confidence - poor pedagogy on the part of the teacher which involves stress and a blockage in learning. - Methods: action-oriented and communicative. - Courses adapted according to the needs of the learner. - I am benevolent and dynamic. I do not hesitate to repeat and come back to points that have not been understood. -The lessons are always accompanied by activities and exercises. - Conversation lessons: accent, vocabulary, debate, - Help with writing (argued paragraph, summary of documents, etc.) - Courses in French culture and literature. - DELF-DALF certification preparation - French for specific objectives, French for business, French as a language of integration. The courses are aimed at level A0 to level C2. The methodology and the dynamics of the course is adapted according to the learner. I know how to target the difficulties and I will help you overcome them. I am very pedagogue and benevolent, I adapt to your rhythm and I will accompany you until the end towards success!
French · English
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Only reviews of students are published and they are guaranteed by Apprentus. Rated 5.0 out of 5 based on 12 reviews.

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
Native French teacher gives French lessons (Bucharest)
Hadjer
Hadjer is a great teacher! I have learned a lot from her. She is very patient and explains everything very well. Having classes with her is always nice. She can also prepare you for DELF exam so if you need to take that, she is the right person for you! I would totally recommend her :)
Review by TEODORA ANDREIA
A native linguist and a teacher with very personalized classes
Ralph
He's a really good teacher. He helps me discover the things that I need to improve in my speaking. He gave me lots of practices and feedbacks. He is an honest and hard working teacher. He is also very creative. I like the discussion with him. Highly recommend 🌟🌟🌟🌟🌟
Review by SULAIMA

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