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Computer programming lessons in Istanbul

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7 computer programming teachers in Istanbul

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7 computer programming teachers in Istanbul

Mourad - CanadaC$36
C$36Machine 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
(2 reviews)
Yacine - Ixelles-Elsene, BelgiumC$30
C$30Private Java Lessons for Beginners: Get started with programming with confidence!
Trusted teacher: As an IT expert with a Master's degree in Computer Science and a Bachelor's degree in Business IT, I offer private Java lessons, designed especially for beginners. Whether you have no programming experience or want to strengthen your basics, this personalized course will allow you to master the fundamentals of the most used programming language in the world. Course content : Introduction to Java Programming: Discover the basic concepts of programming and learn to write your first programs in Java. Control Structures: Explore loops, conditions and control structures to create efficient and functional programs. Object Oriented Programming: Understand the fundamentals of object oriented programming (OOP) and learn how to create classes and objects in Java. Error Management: Master error and exception handling techniques to make your programs robust and reliable. Practical Work and Projects: Put your knowledge into practice through practical work and challenging projects that will strengthen your understanding of Java. Pedagogical Approach: Personalized sessions adapted to your level and your learning pace. Concrete examples and practical exercises for better assimilation of concepts. Detailed feedback and personalized follow-up to help you progress quickly. Schedule flexibility: Sessions will be scheduled around your availability, providing optimal flexibility to allow you to learn at your own pace. Continuous Support: I am available between sessions to answer your questions, provide additional advice, and support you as you learn Java. Ready to start your journey in the exciting world of Java programming? Contact me now to reserve your place!
Computer programming
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Our students from Istanbul evaluate their Computer Programming teacher.

To ensure the quality of our Computer Programming teachers, we ask our students from Istanbul to review them.
Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.9 out of 5 based on 31 reviews.

Python, SQL and/or Machine/Deep Learning Classes at your place or Online! (Lucerne)
Benito
I highly recommend Benito as a teacher for Machine Learning and Python! Benito is very patient and has exceptional teaching skills, which combined with his expertise in both theory and practical applications makes every lesson very enjoyable. He explains complex machine learning topics using real-life examples, ensuring that learning is comprehensive and intuitive. Top!
Review by HURIYE
Learn Python - from the basics to real world business cases (Amsterdam)
Joris
Joris is super friendly and was really flexible in tailoring the classes based on what my purpose for learning is. He is giving me the direction I need to continue this learning journey, and I would certainly recommend him to anyone interested in learning python to the next level.
Review by SEBASTIAN
Python Basics and Machine Learning Fundamentals and AI
Natalia
natalia was a great tutor! i really enjoyed her lessons and the prep she did for each session, would highly recommend
Review by TAMI

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