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Umberto - Lausanne, Switzerland£112
£112Scientist working on cutting-edge AI. Prev: researcher at EPFL, PhD in Mathematical Physics. Experience with IB and Cambridge STEP prep.
Trusted teacher: Hi! I am currently an AI Scientist at a US-based company working on cutting-edge AI applied to molecular biology. This is the topic that won the 2024 Nobel Prize in Chemistry (shared by D. Baker, J. Jumper, D. Hassabis). Previously, I was a post-doctoral researcher in computational biophysics, machine learning and computational biology at EPFL. I maintain two Python libraries for Topological Data Analysis and pyflagser. I have previously been a post-doctoral researcher in Mathematical Physics at the University of Bern, where my research was concerned with the interplay between quantum mechanics and Einstein’s theory of general relativity. I have been teaching at various levels since I was a PhD student at the University of York (UK), and more recently I was part of the cutting-edge educational project Isaac Physics in Physics/Maths/Chemistry at the University of Cambridge. Here is my teaching experience so far: - As a PhD student, I taught seminars in several of the undergraduate modules taught by the Department of Mathematics. In total, I have around 500 contact hours of experience in seminar teaching and marking, all of which I have found to be very rewarding. - As a PhD student, I jointly ran a course for talented high school student wishing to be admitted at high-rank universities, and in particular wishing to pass interviews and the STEP admission paper for entry at Cambridge. - As part of the Isaac Physics project, I created or helped create some of the online content such as theory pages, problems and books. In particular I helped put together a book on GCSE physics and one on A-level chemistry. Again as part of Isaac Physics, I gave seminars to a variety of high school students and interacted with local teachers to communicate the Isaac Physics philosophy and methodology. I also have some experience giving online YouTube webinars. - Throughout, I have been offering one-to-one tuition to A-level/IB students, university students and adult casual learners. I am happy to travel within about 4-5km of my postcode 1008 in Prilly. Alternatively, I can offer webcam lessons.
Math · Physics · Computer programming
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Samir - Dubai, United Arab Emirates£25
£25Introduction to SQL. Designed for managing data held in a relational database management system (RDBMS).
Trusted teacher: Much of the world's raw data—from electronic medical records to customer transaction histories—lives in organized collections of tables called relational databases. Being able to wrangle and extract data from these databases using SQL is an essential skill within the data industry and in increasing demand. In this two-hour introduction to SQL, you'll get to know the theory and the practice through bite-sized videos and interactive exercises where you can put your new-found skills to the test. SQL is an essential language for building and maintaining relational databases, which opens the door to a range of careers in the data industry and beyond. You’ll start this course by covering data organization, tables, and best practices for database construction. The second half of this course looks at creating SQL queries for selecting data that you need from your database. You’ll have the chance to practice your querying skills before moving on to customizing and saving your results. PostgreSQL and SQL Server are two of the most popular SQL flavors. You’ll finish off this course by looking at the differences, benefits, and applications of each. By the end of the course you’ll have some hands-on experience in learning SQL and the grounding to start applying it on projects or continue your learning in a more specialized direction. Relational Databases Before writing any SQL queries, it’s important to understand the underlying data. In this chapter, we’ll discover the role of SQL in creating and querying relational databases. Using a database for a local library, we will explore database and table organization, data types and storage, and best practices for database construction. Querying Learn your first SQL keywords for selecting relevant data from database tables! After practicing querying skills in a database of books, you’ll customize query results using aliasing and save them as views so they can be shared. Finally, you’ll explore the differences between SQL flavors and databases such as PostgreSQL and SQL Server.
Computer programming · Microsoft sql server
Andrea - Kowloon, Hong Kong£107
£107PhD graduate Data Science, Data Analysis, Quantitative Methods, Python, Matlab, Statistical Packages/Software, Stata, R, Database, SQL, Ora
Trusted teacher: SERVICES I can offer my assistance with Data Analysis, Data Science, Quantitative Methods, Analysis, Statistical Modelling, Forecast, Regression, Coding, Python, Matlab, Excel statistical software and packages such as Stata, R and Database languages such as SQL, Oracle, MySql and other Business-related subjects (with coding and programming if you are interested in it). I understand that there are different kinds of learning methods, so as long as you can find your style and the appropriate method, I believe that you can get twice the result with half the effort. I have been told to be good at breaking down complex statistical and modelling concepts, explaining them in diagrams, and also relating them to their uses in our daily lives. I can help you to understand statistics, econometrics, linear regression, forecast modelling, statistical modelling, quantitative methods, as well as introducing you to the fast-growing field of Data Analysis and Data Science. I can teach how to use Python, Matlab, Stata, R, Sas, R, Excel, SQL, Oracle, MySql and many more. - Statistics - Machine Learning - Deep Learning - Probability - Linear Regression - Statistical Modelling - Analysis - Data Analysis/Science - Modelling - Forecasting model - Time Series Analysis - Quantitative Methods - Python - Matlab - Stata - R - Sas - Excel EXPERIENCE AND EDUCATION - PhD graduate in Finance, with 5 years of research experience and scientific contribution in the field of empirical asset pricing with focus on equity factor models, machine learning for asset pricing, regime switching models, sentiment analysis, and portfolio construction - Freelance tutor and consultant in Finance, Data Science, Python, Statistics, and Econometrics for 3 years with 1500+ hours delivered to 150+ students and customers internationally - Former financial analyst with 4 years of experience in design and realization of prototypes of several financial algorithms of a proprietary software for portfolio management, analysis, and consulting - Experienced in written and oral communication to various audiences, from academic students to financial industry leaders and professionals through reviewing, editing, teaching, consulting, and oral presentations - Former University Teaching Assistant, strong analytical background with extensive classroom and online teaching experience, MSc in Quantitative Finance, Bachelor of Science in Economics and Finance - Excellent material available including slides, videos, tutorials and reading material. Extensive experience in research methods and software including Python, Jupyter notebook, Matlab, Sas, Stata, R, SQl/Oracle and Excel. - I thoroughly enjoy helping others, as my patience and friendly nature makes it easier to be in an educational environment. - I have learnt to adapt to different needs and learning styles according to the student, in order to optimise their success in turning their weaknesses into strengths. - I'm patient, friendly and understanding. I am proficient in research and development and it’s my day to day work. I am a photography enthusiast and an insatiable learner. GREETINGS My goal is also to inspire further study that will lead to an interesting and successful career. If you need further information about myself or my services, please do not hesitate to contact me. Feel free to send me a message and I'd be happy to give you an informal consultation. Thank you for looking at my profile and hope to hear from you soon, Andrea
Database · Python · Computer programming
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 Loanhead evaluate their Computer Programming teacher.

To ensure the quality of our Computer Programming teachers, we ask our students from Loanhead to review them.
Only reviews of students are published and they are guaranteed by Apprentus. Rated 4.9 out of 5 based on 33 reviews.

Learn Python at all levels! One-on-one tutoring with an expert. (Saint-Gilles)
Jean
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First of all, Jean was amazing! He responded very quickly and answered every question I had! He is extremely knowledgeable and his help was just what I needed! He is very friendly and he adjusts the pace to his students. I am very glad I contacted him and I strongly recommend him for anyone who wants to learn programming languages or has trouble doing so! I will definitely study with him again!
Review by SEBASTIAN
Learn Python - from the basics to real world business cases (Amsterdam)
Joris
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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
Maths, Data Science and AI, Computer Programming, Physics classes – Online or In-Person. Mathematical and Engineering background. (Serres)
Pavlos
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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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