https://jamesm.blog/tags/training-course/ Recent content in Training-Course on jamesm.blog https://jamesm.blog/papermod-cover.png https://jamesm.blog/papermod-cover.png Hugo en Mon, 18 Dec 2023 10:51:25 +0100 https://jamesm.blog/ai/courses/ Mon, 18 Dec 2023 10:51:25 +0100 https://jamesm.blog/ai/courses/ <h2 id="books">Books</h2> <ul> <li><a href="https://www.manning.com/books/deep-learning-with-python/">Deep Learning with Python</a></li> <li><a href="https://hastie.su.domains/Papers/ESLII.pdf/">The Elements of Statistical Learning</a></li> </ul> <h2 id="courses">Courses</h2> <ul> <li><a href="https://www.classcentral.com/">Class Central</a> <ul> <li><a href="https://www.classcentral.com/subject/ai/">Artificial Intelligence Courses</a></li> <li><a href="https://www.classcentral.com/subject/chatgpt/">ChatGPT Courses</a></li> <li><a href="https://www.classcentral.com/course/independent-elements-of-ai-12469/">Elements of AI</a></li> <li><a href="https://www.classcentral.com/subject/midjourney/">Midjourney Courses</a></li> </ul> </li> <li><a href="https://www.coursera.org/">Coursera</a> <ul> <li><a href="https://www.coursera.org/learn/ai-for-everyone/">AI for Everyone</a></li> <li><a href="https://www.coursera.org/professional-certificates/applied-artifical-intelligence-ibm-watson-ai/">IBM Applied AI Professional Certificate</a></li> <li><a href="https://www.coursera.org/learn/machine-learning/">Supervised Machine Learning: Regression and Classification</a></li> </ul> </li> <li><a href="https://www.datacamp.com/">DataCamp</a> <ul> <li><a href="https://www.datacamp.com/courses/ai-fundamentals">AI Fundamentals</a></li> <li><a href="https://www.datacamp.com/courses/introduction-to-chatgpt">Introduction to ChatGPT</a></li> </ul> </li> <li><a href="https://www.deeplearning.ai/">DeepLearning</a> <ul> <li><a href="https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/">ChatGPT Prompt Engineering for Developers</a></li> </ul> </li> <li><a href="https://www.edx.org/">edX</a> <ul> <li><a href="https://www.edx.org/course/learning-from-data-introductory-machine-learning/">Learning From Data (Introductory Machine Learning)</a></li> </ul> </li> <li><a href="https://www.elementsofai.com/">Elements of AI</a></li> <li><a href="https://www.fast.ai/">Fast.ai</a></li> <li><a href="https://www.futurelearn.com/">Future Learn</a> <ul> <li><a href="https://www.futurelearn.com/courses/artificial-intelligence/">Digital Skills: Artificial Intelligence</a></li> </ul> </li> <li><a href="https://www.cloudskillsboost.google/">Google Cloud Skills Boost</a> <ul> <li><a href="https://www.cloudskillsboost.google/journeys/118/">Generative AI learning path</a> <ul> <li><a href="https://www.cloudskillsboost.google/course_templates/537/">Attention Mechanism</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/542/">Create Image Captioning Models</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/543/">Encoder-Decoder Architecture</a></li> <li><a href="https://www.cloudskillsboost.google/quests/299/">Generative AI Explorer - Vertex AI</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/536/">Introduction to Generative AI</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/552/">Introduction to Generative AI Studio</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/541/">Introduction to Image Generation</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/539/">Introduction to Large Language Models</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/554/">Introduction to Responsible AI</a></li> <li><a href="https://www.cloudskillsboost.google/course_templates/538/">Transformer Models and BERT Model</a></li> </ul> </li> </ul> </li> <li><a href="https://pll.harvard.edu/">Harvard</a> <ul> <li><a href="https://pll.harvard.edu/subject/artificial-intelligence/">Artificial Intelligence Courses</a></li> </ul> </li> <li><a href="https://machinelearningmastery.com/">Machine Learning Mastery</a></li> <li><a href="https://microsoft.github.io/">Microsoft</a> <ul> <li><a href="https://github.com/microsoft/AI-For-Beginners/">AI for Beginners</a></li> </ul> </li> <li><a href="https://www.conted.ox.ac.uk/">Oxford</a> <ul> <li><a href="https://www.conted.ox.ac.uk/about/online-courses-in-technology-and-ai/">AI Online Courses</a></li> </ul> </li> <li><a href="https://pytorch.org/tutorials/">PyTorch</a></li> <li><a href="https://www.reed.co.uk/">Reed</a> <ul> <li><a href="https://www.reed.co.uk/courses/ai-artificial-intelligence/online/">AI Online Courses</a></li> </ul> </li> <li><a href="https://learn.stanford.edu/">Stanford</a> <ul> <li><a href="https://online.stanford.edu/programs/artificial-intelligence-graduate-certificate/">Artificial Intelligence Graduate Certificate</a></li> <li><a href="https://learn.stanford.edu/LP-Hackr-AI.html?utm_id=courses/">Artificial Intelligence Programs</a></li> </ul> </li> <li><a href="https://www.tensorflow.org/learn/">TensorFlow</a></li> <li><a href="https://www.udacity.com/">Udacity</a> <ul> <li><a href="https://www.udacity.com/course/intro-to-artificial-intelligence--cs271/">Intro to Artificial Intelligence</a> (Free)</li> </ul> </li> <li><a href="https://www.udemy.com/">Udemy</a> <ul> <li><a href="https://www.udemy.com/course/artificial-intelligence-az/">Artificial Intelligence A-Z™: Build an AI with ChatGPT and more</a></li> <li><a href="https://www.udemy.com/course/artificial-intelligence-ars/">Artificial Intelligence (ARS): Build the Most Powerful AI</a></li> <li><a href="https://www.udemy.com/course/artificial-intelligence-masterclass/">Artificial Intelligence Masterclass</a></li> <li><a href="https://www.udemy.com/course/artificial-intelligence-reinforcement-learning-in-python/">Artificial Intelligence: Reinforcement Learning in Python</a></li> <li><a href="https://www.udemy.com/course/artificial-intelligence-in-unity/">The Beginner&rsquo;s Guide to Artificial Intelligence (Unity 2022)</a></li> </ul> </li> <li><a href="https://learn.unity.com/">Unity</a> <ul> <li><a href="https://learn.unity.com/course/artificial-intelligence-for-beginners/">Artificial Intelligence for Beginners</a></li> </ul> </li> </ul> <h2 id="learning-resources">Learning Resources</h2> <ul> <li><a href="https://ai.google/build/machine-learning/">Google AI Build</a></li> <li><a href="https://www.zdnet.com/article/how-to-use-chatgpt-to-create-an-app/">How to use ChatGPT to create an app</a></li> </ul> <h2 id="newsletters">Newsletters</h2> <ul> <li><a href="https://www.lore.ai/">Lore</a> - weekly newsletter with the latest Generative AI news, insights and featured tools</li> </ul> <h2 id="twitter-accounts">Twitter Accounts</h2> <ul> <li><a href="https://twitter.com/AlexAIDaily/">AI Daily</a> - teaches about AI</li> <li><a href="https://twitter.com/_Borriss_/">Borriss</a> - developer &amp; writer of practical AI</li> <li><a href="https://twitter.com/javilopen/">Javi Lopez</a> - AI educator</li> <li><a href="https://twitter.com/lexfridman/">Lex Fridman</a> - host of Lex Fridman Podcast, research scientist at MIT</li> <li><a href="https://twitter.com/LinusEkenstam/">Linus</a> - AI educator &amp; designer</li> <li><a href="https://twitter.com/SteveMills/">Steve Mills</a> - exploring creative uses of Generative AI</li> </ul> <h2 id="youtube-channels">YouTube Channels</h2> <ul> <li><a href="https://www.youtube.com/channel/UC5zx8Owijmv-bbhAK6Z9apg/">Artificial Intelligence - All in One</a></li> <li><a href="https://www.youtube.com/channel/UCHB9VepY6kYvZjj0Bgxnpbw/">Connor Shorten</a></li> <li><a href="https://www.youtube.com/c/Deeplearningai/">DeepLearningAI</a></li> <li><a href="https://www.youtube.com/channel/UCX7Y2qWriXpqocG97SFW2OQ/">Jeremy Howard</a></li> <li><a href="https://www.youtube.com/channel/UCSNeZleDn9c74yQc-EKnVTA/">Kaggle</a></li> <li><a href="https://www.youtube.com/user/lexfridman/">Lex Fridman</a></li> <li><a href="https://www.youtube.com/user/sentdex/">sentdex</a></li> <li><a href="https://www.youtube.com/c/TheArtificialIntelligenceChannel/">The Artificial Intelligence Channel</a></li> <li><a href="https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/">Two Minute Papers</a></li> <li><a href="https://www.youtube.com/channel/UCZHmQk67mSJgfCCTn7xBfew/">Yannic Kilcher</a></li> </ul> <h2 id="youtube-videos">YouTube Videos</h2> <ul> <li><a href="https://www.youtube.com/watch?v=b-cFv2DvEqE/">Excel AI - data analysis made easy</a></li> <li><a href="https://www.youtube.com/watch?v=f4LiRtjaW28/">Google Gemini (formerly Bard): A beginner&rsquo;s guide to Google&rsquo;s AI chatbot</a></li> <li><a href="https://www.youtube.com/watch?v=i_a9bqvqmzo/">How to Build a FULL App With ChatGPT in 20 minutes!</a></li> <li><a href="https://www.youtube.com/watch?v=5wdCev86RYE/">How to Use Midjourney, AI Art and ChatGPT to Create an Amazing Website</a></li> <li><a href="https://www.youtube.com/watch?v=hDK8W5SLzlw/">Midjourney Prompt Tips for Beginners and Veterans</a></li> <li><a href="https://www.youtube.com/watch?v=NU2TYgfQwcA/">Stable diffusion prompt tutorial</a></li> </ul>