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1 python teacher in Borehamwood

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1 python teacher in Borehamwood

Mourad - Canada£21
£21Machine 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
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Our students from Borehamwood evaluate their Python teacher.

To ensure the quality of our Python teachers, we ask our students from Borehamwood to review them.
Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.9 out of 5 based on 34 reviews.

The fields of mathematics, physics and chemistry. (Bouskoura)
Yousra
Mathematics has always been a struggle for me, dating back to my childhood, and the challenges only intensified as I reached Year 11. Last summer, I found myself in a situation where I had to take a reset exam due to failing the year in Mathematics. This is where Ms. Yousra entered my life, and I couldn't be more grateful for it. I can honestly say that Miss Yousra is an exceptional teacher. Her patience and understanding with her students are commendable and she strikes a balance between formality and kindness, creating a nurturing atmosphere where you always feel supported. No matter the circumstances, I knew she was there for me through thick and thin. Additionally, Ms. Yousra's organizational skills and her profound knowledge of Mathematics make her an outstanding tutor. She ensures that you grasp each topic completely before moving on, providing homework after every lesson, which proved to be immensely helpful for me. Her meticulous planning and session calendars demonstrate her commitment to being well-prepared for every class. In just three weeks, Miss Yousra helped me prepare for my Math Resit Exam, which covered everything from my entire Year 10 IGCSE Mathematics curriculum. Thanks to her, my grades improved from a mere 20% to a 70%—she didn’t just help me catch up, but also excel. Her teaching is nothing short of magical, and I'm incredibly appreciative to have had her as my tutor. I eagerly look forward to having lessons with her again this year. If you've ever struggled with Math, Miss Yousra can absolutely transform your perspective on the subject and help you excel. She is, without a doubt, amazing.
Review by MANIJ
Python, learn how to think and build effective code (Utrecht)
Kelly
Kelly is a lovely person and great teacher. I had a number of classes with her online via Zoom in order to get help with a beginners level Python data analysis course I was doing. I would not have gotten through the course without her patience and help in explaining different concepts. I highly recommend her as a tutor if you are struggling with coding!
Review by ELLA
Mathematiques pour tous les niveaux. All levels and all needs. (Annecy)
Giovanni
Giovanni is a lovely, encouraging teacher who explained the lesson well. He had excellent subject knowledge.
Review by BIANCA

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