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Private lessonsComputers & ElectronicsComputers & Electronics in Shanghai

2 computers & electronics teachers in Shanghai

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2 computers & electronics teachers in Shanghai

Jhosimar - Peru312 CNY
312 CNYPrivate or group classes of Machine Learning and Deep Learning
Trusted teacher: Master in Computer Science from the State University of Campinas (Brazil) and university professor in Peru. He has participated in the most important Artificial Intelligence conferences including ACL, NeurIPS, ICML, ICLR, KDD, ICCV and CVPR, summer schools such as Machine Learning (MLSS), Deep Learning (DLRL) and Probabilistic ML (ProbAI). He has also participated in various programming contests and has experience preparing interviews for applications to companies such as Google, Meta, Microsoft, among others. He has extensive experience in the areas of Machine Learning and Deep Learning applied mainly to computer vision and natural language processing. He has experience in teaching, providing illustrative explanations for a better understanding of both the theoretical and practical parts. Some examples of presentations given: He has also advised students from different countries in their graduation and master's theses, providing them with a theoretical and practical base with examples that they can then use to continue their development. Some of the things I can help you with: - Machine Learning: Linear regression, logistic regression, regularization, LDA, QDA, SVMs, decision trees, random forest, boosting, PCA, clustering (K-means, DBSCAN, hierarchical, GMM), neural networks, model selection, metrics evaluation, MLE, Bayesian learning, data preprocessing, etc. - Deep Learning: Multilayer Perceptron (MLP), backpropagation, activation functions, multiclass classification, optimizers (SGD, Adam, RMSProp, etc.), CNNs, architectures (ResNet, DenseNet, EfficientNet, Siamese, etc.), RNNs, LSTMs, Seq2seq, Attention, Transformers (BERT, GPT, ViT, etc.), autoencoders, generative models (VAE, GAN, Diffusion, etc.), etc. - Languages: Python, C++ - Libraries and frameworks: PyTorch, Tensorflow, Keras, Huggingface, numpy, pandas, scikit-learn, sympy, etc.
Computer programming · Python
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Fejiro - Bexley, United Kingdom243 CNY
243 CNYBUILDING THE FUTURE WITH WEB DEVELOPEMNT SKILLS: An Introduction to Programming with Basic Web Dev. Technologies
Trusted teacher: 🌱 EVERY JOURNEY STARTS WITH ONE STEP LET'S START YOUR JOURNEY TO BECOMING TECH PROFESSIONAL 🎯 Welcome to the exciting world of web development! In this comprehensive course, students will embark on a journey to master the fundamental programming languages of the web: HTML, CSS, JS, PHP, and mySQL. By joining this course, students will gain the skills and knowledge to create stunning and interactive websites from scratch. They will unleash their creativity, learn to write clean and efficient code, and develop the ability to bring their ideas to life in the digital realm. The benefits of learning web development extend far beyond the classroom. In today's digital age, proficiency in web programming opens up a world of exciting opportunities. From pursuing a career as a professional web developer to creating personal portfolios and launching entrepreneurial ventures, the possibilities are endless. Web development skills are in high demand, making it a valuable asset for future prospects. What sets this course apart is its unique and effective structure. I have carefully designed a step-by-step learning journey that fosters both understanding and practical application. Through engaging projects, hands-on exercises, and real-world examples, students will build a solid foundation in web development. Each lesson is crafted to be interactive, encouraging active participation and problem-solving. By taking a project-based approach, students will gain valuable experience working on real-life web development scenarios, empowering them to tackle challenges with confidence. Furthermore, my teaching method focuses on individual growth and development. I believe in fostering a supportive and nurturing environment where students can thrive. I provide personalized attention, ensuring that each student's unique needs and learning styles are addressed. By combining theoretical knowledge with practical exercises and continuous feedback, I guide students towards mastery of web development concepts. 🎁 My commitment to you doesn't end with the course. I am dedicated to the long-term success of my students. Even after the course concludes, I will continue to offer ongoing support, professional guidance, and mentoring. As they advance their careers or pursue further academic endeavors, I will be there every step of the way, cheering them on and providing valuable insights to help them reach new heights. Contact Me Let's "BUILDING THE FUTURE TOGETHER" as we embark on a transformative learning experience that will equip you with essential skills for the digital era. Let's unlock the secrets of the online world together and create a bright future filled with endless possibilities.
Computer programming · Web development · Information technology
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