Thursday, May 2, 2024

AI NOW : Evaluation Metrices such as Precision, Recall, F1 & Accuracy ML Models explained In-Depth


Visit now for Latest Blogs on New Gen AI : https://talentcatalystai.com/ Insta Handle (@ai_talentcatalyst) https://www.instagram.com/ai_talentcatalyst/ To understand deeply all about the Evaluation Metrices in Machine Learning, do through the entire video. The video explains in depth the following using a Real-Life Use-Case: - Precision - Recall - F1 Score - Accuracy - Python Example of calculating Evaluation Metrices using Sklearn Subscribe to the page for more such videos related to Artificial Intelligence, Machine Learning, Deep Learning and Generative AI.

Normalization Concept in Statistics | Data Scaling | Feature Transformation in Machine Learning


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RS 2 Content based recommendation system | Artificial Intelligence | talks ai


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27 Excel Functions #datascience #machinelearning #excle #aritificialintelligence #ai


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Complete AI & Prompt Engineering Course for Claude (better than ChatGPT?)


Learn how to use Prompt Engineering and AI for research, homework, content and a lot more. In this Masterclass, you'll learn how to use Claude AI (latest competitor to ChatGPT) along with top prompt engineering techniques to get best results from AI. Check out Odoo for free (No-Code Websites, Social Media and Business Tools) - https://openinapp.link/6gpdh 🏆 How to Earn a Certificate (Top 10 entries, Indian residents only) Write a comment below that has three things: #1 Your learnings from this course #2 - Your opinion on "What can AI not do?" #3 - Try a use case from the video, take a screenshot or a video recording and explain your learnings & post it on social media. Copy paste that link in the comment. P.S. Please write all tasks in 1 comment or as a reply to the same comment. Winners will be shortlisted exactly 5 days from now, on 6th May 🚀 Join our Broadcast Community → https://ig.me/j/AbYz7q54oZ3CBSHs/ 🔗 Free AI Courses for Beginners (ChatGPT, Midjourney + Resources) → https://www.howtoprompt.in/ ⏰ Timestamps 00:00 - 00:43 - Intro 0:43 - Chapter 1 5:09 - 6:20 - Ad 6:20 - 11:54 - Chapter 1 11:54 - 12:21 - Chapter 1 Revision 12:21 - 14:41 - Chapter 2 14:41 - 15:09 - Chapter 2 Revision 15:09 - 34:34 Chapter 3 34:58 - Free tool to use paid AI LLMs for free 🎁 Resources 🔗 Claude AI → https://claude.ai/ 🔗 AI Resources → https://drive.google.com/file/d/16gmuyzZPOSstLb0ZSUT62kKQMV_Xr1Rb/view?usp=sharing 🔗 Use paid version of ChatGPT and other LLMs for FREE → https://chat.lmsys.org/ 👉🏻 Learn AI Tools like ChatGPT for Free: https://www.youtube.com/playlist?list=PLlHtucAD9KT3mCqOBIrJwO2rsfia_wj1U 👉🏻 Learn UX (Product Design) for free: https://learnuiux.in/ 🌏 My Profile https://www.anshmehra.com/ 📧 My email: admin@anshmehra.com #ai #promptengineering #career

DL. 2.1.3. Vector Operations - Part 1 | Deep Learning Course


Dive into the world of deep learning with the first part of our Vector Operations series! In this tutorial, we cover the foundational vector skills needed for AI mastery, including vector addition, subtraction, Dot prouct and cross product. Whether you're a beginner or looking to refresh your knowledge, this video provides clear explanations and practical examples to help you understand how vectors drive the algorithms behind AI and machine learning. Join this channel to get access to perks: https://www.youtube.com/channel/UCG04dVOTmbRYPY1wvshBVDQ/join Deep Learning Projects Playlist: https://www.youtube.com/playlist?list=PLfFghEzKVmjvyT7wdfDJSHhS0FdF8jd-U Machine Learning Projects Playlist: https://youtube.com/playlist?list=PLfFghEzKVmjvuSA67LszN1dZ-Dd_pkus6 Hello everyone! I am setting up a donation campaign for my YouTube Channel. If you like my videos and wish to support me financially, you can donate through the following means: Download the Course Curriculum File from here: https://drive.google.com/file/d/1_YEAgSeePl9YlnSGoteWZdfu0vdFHZuW/view?usp=sharing LinkedIn: https://www.linkedin.com/in/siddhardhan-s-741652207 Telegram Group: https://t.me/siddhardhan Facebook group: https://www.facebook.com/groups/490857825649006/?ref=share Getting error in any of the codes that I have explained? Mail the details of the error to: datascience2323@gmail.com Instagram: https://www.instagram.com/siddhardhan23

Numpy: A Data Science essential module #machinelearning


Numpy is an essential module if you want to learn Data Science and ML. It also forms the foundation for advanced AI concepts like Computer Vision. #coding #data #artificialintelligence

What's Cross Entropy Loss Function | #machinelearning #datascience


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14# Pytorch Tensor Basics PART-14 | Pytorch


14# Pytorch Tensor Basics PART-14 | Pytorch Welcome to our PyTorch tutorial series for 2024! PyTorch has evolved significantly over the years, and in this comprehensive tutorial series, we'll guide you through mastering this powerful deep learning framework. Whether you're a beginner looking to dive into the world of deep learning or an experienced practitioner seeking to enhance your skills, this tutorial series has something for everyone. From the basics of tensors and neural networks to advanced topics like transfer learning and deployment, we cover it all. GitHub: https://github.com/vishwajeetsinghrana8/Pytorch-Tutorial-Series-2024 Playlist: https://youtube.com/playlist?list=PLkPmSWtWNIyQ_DoYCUVhHIUXZ1NlA_7ht&si=hc5lIDfmVV-oO73k Here's what you can expect from this tutorial series: - **Foundations of PyTorch**: We start with the basics, covering tensors, operations, and gradients, laying a strong foundation for your journey into deep learning with PyTorch. - **Building Neural Networks**: Learn how to construct and train neural networks using PyTorch's intuitive API, exploring various architectures such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transformers. - **Training and Optimization**: Dive into the intricacies of training neural networks, understanding loss functions, optimizers, learning rate schedules, and techniques for improving model performance. - **Transfer Learning and Fine-Tuning**: Discover how to leverage pre-trained models and transfer learning to solve complex tasks with minimal data, saving time and computational resources. - **Deployment and Production**: Learn how to deploy your PyTorch models into production environments, whether it's on the cloud, mobile devices, or edge devices, ensuring seamless integration into real-world applications. Each tutorial is designed to be beginner-friendly yet comprehensive, with hands-on examples and practical exercises to reinforce your learning. Whether you're a student, researcher, or industry professional, this series will equip you with the skills and knowledge needed to excel in the field of deep learning with PyTorch. Join us on this exciting journey as we unravel the mysteries of PyTorch and empower you to build intelligent systems that push the boundaries of what's possible. Don't forget to like, share, and subscribe to stay updated on the latest tutorials in deep learning and artificial intelligence. Let's embark on this PyTorch adventure together and unlock the full potential of deep learning in 2024! #python #pytorch #deeplearning #machinelearning #datascience

What is Generative AI and How to Use AI


Explore the world of Generative AI in this insightful tutorial! Learn about text-to-image tools and their versatile applications in content creation, branding, marketing, advertising, and education. Discover text-to-video capabilities for blogs, product demos, explainer videos, listicles, and short-form content. Unleash the creative potential of AI for diverse purposes! 🌍 Get unlimited training with Simon Sez IT’s 200+ courses ⏩ https://www.simonsezit.com/courses/ 🚀 Level up your skills with a free 30-day trial to our complete training library of 10,000+ videos ⏩ https://www.simonsezit.com/ssit-first-month-free 💻 Watch more free popular training tutorials from Simon Sez IT: 🔥Check out our FREE 400+ hour training course playlist here ➡️ https://www.youtube.com/playlist?list=PLzj7TwUeMQ3hsADWJd2sJh4o8jATTyaRU ✅ Check out our free AI training for beginner course 👉 https://www.youtube.com/playlist?list=PLzj7TwUeMQ3j4urY47x-xAEJzvSxWKaD1 ✅ Microsoft Excel Beginner's Training here 👉 https://www.youtube.com/playlist?list=PLzj7TwUeMQ3iZHn4cv_fZagWSN8tubU9Z ✅ Data Analysis using Microsoft Tools here 👉 https://www.youtube.com/playlist?list=PLzj7TwUeMQ3jiDSWwQjtVvHqT09XdYFMi ✅Alteryx Tutorials for Beginners video playlist 👉 https://www.youtube.com/playlist?list=PLzj7TwUeMQ3i5rckX7jxILSruhnToGIIO 💬Stay in touch! SimonSezIT.com: https://www.SimonSezIT.com/ LinkedIn: https://www.linkedin.com/company/simon-sez-it/ FaceBook: https://www.facebook.com/SimonSezIT 🔔 Subscribe to our channel: https://www.youtube.com/simonsezittraining?sub_confirmation=1 If you enjoyed the video, please give a thumbs up 👍🏽 ;-)

Python certification exam Question-38 #coding #shortsfeed #shorts #pythonprogramming #shortvideo#ai


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Important Playlist To Cover For Learning Generative AI On AWS And Azure Cloud


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Top 10 Innovations in Artificial Intelligence and Deep Learning


Discover groundbreaking innovations in AI and deep learning technologies that are revolutionizing industries and driving unprecedented advancements.

LangChain Tutorial (Python) #2: How to interact with AI Models


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Create a Facial Recognition Model That Can Recognize Your Face


This video shows you how to create a facial recognition model using machine learning tools and libraries on Google Colab. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/science-fair-projects/project-ideas/ArtificialIntelligence_p016/artificial-intelligence/facial_recognition Siamese neural network video: https://youtu.be/uPSAk27B-Xs Threshold concept video: https://youtu.be/u3LdI00902o Neural network video: https://youtu.be/2wrcv28ODNg 0:00 Introduction 0:15 How to Use Google Colab 1:19 Setup 2:00 Collect Positives and Anchors 3:08 Load and Preprocess Images 3:16 Model Engineering 3:26 Training 3:43 Evaluate Model 4:51 Save Model 5:21 Real Time Test 6:05 Conclusion Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents, students, and teachers! Visit us at http://www.sciencebuddies.org to learn more. #STEM #sciencebuddies ******************************* Connect with Science Buddies: X: https://x.com/ScienceBuddies FACEBOOK: https://www.facebook.com/ScienceBuddies INSTAGRAM: https://www.instagram.com/scibuddy PINTEREST: https://www.pinterest.com/sciencebuddies