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Computer programming lessons in Berrechid

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2 computer programming teachers in Berrechid

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: Python is a high level programming language. It's object oriented approach help programmers to write simple and logical codes. Due to its easy syntax, it is actually easier as compared to other programming languages. Having years of experience in coding language, I know how and where to start and move the topics at a good pace. I'll be starting with you from scratch and help you to build your concepts and master over the language. I am providing you a brief summary of our course which we generally follow but that doesn't mean that I am bound to just this much content. In case you have any doubt for any other specific topic related to the subject, you could always come up to me or you need any help in your assignments or projects, you are always welcome. Here is a brief overview of the topics we'll be covering : 1: Introduction To Python • Installation and Working with Python • Understanding Python variables • Python basic Operators • Understanding python blocks 2: Python Data Types • Declaring and using Numeric data types: int, float, complex • Using string data type and string operations • Defining list and list slicing • Use of Tuple data type 3: Python Program Flow Control • Conditional blocks using if, else and elif • Simple for loops in python • For loop using ranges, string, list and dictionaries • Use of while loops in python • Loop manipulation using pass, continue, break and else • Programming using Python conditional and loops block 4: Python Functions, Modules And Packages • Organizing python codes using functions • Organizing python projects into modules • Importing own module as well as external modules • Understanding Packages • Powerful Lamda function in python • Programming using functions, modules and external packages 5: Python String, List And Dictionary Manipulations • Building blocks of python programs • Understanding string in build methods • List manipulation using in build methods • Dictionary manipulation • Programming using string, list and dictionary in build functions 6: Python File Operation • Reading config files in python • Writing log files in python • Understanding read functions, read(), readline() and readlines() • Understanding write functions, write() and writelines() • Manipulating file pointer using seek • Programming using file operations 7: Python Object Oriented Programming – Oops • Concept of class, object and instances • Constructor, class attributes and destructors • Real time use of class in live projects • Inheritance , overlapping and overloading operators • Adding and retrieving dynamic attributes of classes • Programming using Oops support 8: Python Regular Expression • Powerful pattern matching and searching • Power of pattern searching using regex in python • Real time parsing of networking or system data using regex • Password, email, url validation using regular expression • Pattern finding programs using regular expression 9: Python Exception Handling • Avoiding code break using exception handling • Safe guarding file operation using exception handling • Handling and helping developer with error code • Programming using Exception handling 10: Python Database Interaction • SQL Database connection using python • Creating and searching tables • Reading and storing config information on database • Programming using database connections 11: Python Multithreading • Understanding threads • Forking threads • Synchronizing the threads • Programming using multithreading 12: Contacting User Through Emails Using Python • Installing smtp python module • Sending email • Reading from file and sending emails to all users addressing them directly for marketing 13: Python CGI Introduction • Writing python program for CGI applications • Creating menus and accessing files • Server client program In case you have any query, please feel free to contact me. Give yourself a chance for a better future. All the best
Computer science · Computer programming · Computer engineering
Trusted teacher: This course is suitable for all levels and will be adapted according to your projects, the principles are applicable to any type of programming whether for web development, application programming or video games. The same principles therefore apply to the CMS Joomla, Drupal and the online commerce platforms WooCommerce, Magento, Prestashop and Shopify themes. Introduction to Web Development - Overview of web technologies - Client side vs server side development HTML (Hypertext Markup Language) - Structuring web content - HTML5 Features and Tags CSS (Cascading Style Sheets) - Formatting of web pages - CSS and SCSS JavaScript, PHP, MySQL - Fundamentals of JavaScript, PHP and MySQL - DOM manipulation - Asynchronous and AJAX programming Front-End Development - Responsive web design - Cross-browser compatibility - Using CodeKit Back-End Development - Choose a suitable web hosting - Server management and hosting options - Use of SFTP server - Create and manage MySQL databases - Web security, how to avoid hacks - SEO and speed optimization WordPress - Configuration and installation of WordPress - Installation and customization of themes (Avada in particular) - Installation and configuration of WooCommerce - How to manage payments on WooCommerce - Adapt the colors of a plug-in SilverStripe - Install via composer - Configuration and installation of SilverStripe - Create a custom theme - Create a custom back end for SilverStripe - Create new objects in OOP - Create templates to visualize objects - Program routines in PHP and JQuery
Computer programming · Web development · Css
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Our students from Berrechid evaluate their Computer Programming teacher.

To ensure the quality of our Computer Programming teachers, we ask our students from Berrechid to review them.
Only reviews of students are published and they are guaranteed by Apprentus. Rated 5.0 out of 5 based on 67 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
Coding Class for kids ages 7 to 18 starting from the scratch!
Urvashi
I ‘ve searched the computer teacher because my daughter had wanted to learn computer science. My daughter is junior high school student. I asked to teacher about lesson’s detail many times through apprentus app , so she gave me answer very quickly and kindly. My daughter’s English level is little bit short for the class.But teacher is very helpful, talk in down translate for her and easy understanding. We heard very interesting small talk from teacher.It is a tiny joy for us. The class’s atmosphere is very warm and my daughter is enjoying her class. Also she has consulted about lesson term and review the learning plan. Anyway,she is really nice teacher. I also appreciate to apprentus ! This is a very nice service . Mieko S
Review by MIEKO
Python Step by step tutorial for beginners and intermediate (Amsterdam)
Izhar
Izhar is an excellent tutor. He is very professional, knowledgeable, enlightening, insightful and adaptable/receptive to individual student needs. My tutoring session with him was really amazing and transformative for me and I highly recommend him. He keeps his lessons effective, engaging and fun. He customizes classes based upon your level of understanding. He conveys his knowledge of complex material in a manner which is easily understandable. If you want someone to work with you and ensure you progress like I have, go with Izhar.
Review by DANNY