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Computer programming lessons in 7200 Sherbrooke West

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Mourad - CanadaC$37
C$37Machine Learning with Python and PyTorch: Practical Hands-on Training
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
Hamdi - Leuven, BelgiumC$49
C$49Exploring Computer Science: Programming and Beyond for Ages 7-17
Trusted teacher: "Embark on an exciting journey into the world of Computer Science, tailored specifically for young minds aged 7-17. This course is designed to ignite curiosity and passion in the field of computing, providing a strong foundation in key areas like basic programming, computer architecture, and practical skills in office software. You'll discover the magic of how computers work, from the basics of coding to the intricacies of hardware. Learn to program using engaging and age-appropriate languages and tools, understand the fundamentals of computer architecture, and master essential software applications that are crucial in today’s digital world. Beyond the basics, this course encourages creativity and problem-solving. We’ll dive into exciting projects that blend learning with real-world applications, ensuring that students not only grasp the concepts but also see their practical implications. Suggested topics include: Introduction to Programming: Learn the basics of coding with languages suitable for young learners. How Computers Work: Demystify the components and operations of computers. Fun with Robotics: Explore the basics of robotics and how programming brings machines to life. Creative Computing: Engage in projects that combine coding with creativity, like building simple games or animations. Internet Safety and Ethics: Understand the importance of being safe and responsible online. Office Skills: Get hands-on with word processors, spreadsheets, and presentation tools, essential for academic and future professional success. This course is more than just a learning experience; it's a gateway to understanding and harnessing the power of technology, paving the way for future innovations and a deep appreciation of computer science." This course will be an adventure where each class brings new discoveries and achievements, perfect for young minds eager to delve into the world of computer science!
Computer science · Information technology · Computer programming
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Our students from 7200 Sherbrooke West evaluate their Computer Programming teacher.

To ensure the quality of our Computer Programming teachers, we ask our students from 7200 Sherbrooke West to review them.
Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.5 out of 5 based on 22 reviews.

Hindi, English classes by Sachin from India, a native Hindi speaker and proficient in English
Sachin
Wonderful teacher, very patient, kind and fun to have classes with. Just after three lessons, my Hindi has improved. He has a great approach and structure with teaching. I always look forward to my next class. I highly recommend Sachin to those who would like to learn Hindi.
Review by NADIA
Python programming language explained very simply and interestingly for beginners (Vienna)
Ferdaws
I contacted Ferdaws via Apprentus for my 10 years old son. We were very satisfied with our lesson. My son left the lesson in a very positive mood. Ferdaws' communication with the children is great. This situation motivated us a lot. It is very nice to meet him. Thank you!
Review by GÖKÇEN
Maths, Data Science and AI, Computer Programming, Physics classes – Online or In-Person. Mathematical and Engineering background. (Serres)
Pavlos
Pavlos is a great teacher. He taught me discrete math and comes with his own suggested material, although tailored to your needs. He goes over the material, making sure you understand it before he continues. He also provides extra exercises if you need them.
Review by GÉRARD

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Computer Programming in 7200 Sherbrooke West