Abdul Rauf’s Post

🚀 Just completed my latest project: a handwritten digit classifier using neural networks! 📊📚 Leveraging the MNIST dataset, I built and trained a model that achieves impressive accuracy. Excited to explore more in the field of machine learning and AI! A step by step implementation and explanation of the code is given below: https://lnkd.in/gGWpV7Tc Also feel free to check out the github repository: https://lnkd.in/g5NjFTXu #MachineLearning #NeuralNetworks #AI #DataScience #MNIST #DeepLearning

🚀 Deep Learning with TensorFlow - Exploring Neural Networks 🚀 I'm thrilled to share my progress as part of the #75DaysChallenge, where I continue to push the boundaries of my learning every day. For Day 19, I dived deep into Deep Learning with TensorFlow, exploring the world of neural networks and their applications. In this project, I: 🔹Learned the fundamentals of deep learning 🔹Built and trained neural networks using TensorFlow 🔹Gained hands-on experience with model evaluation and training techniques 🔍 What’s Inside? 🔸Building and training deep learning models 🔸Hands-on use of TensorFlow for various tasks 🔸Practical applications of deep learning in AI 📚 Check out the project notebook here: https://lnkd.in/gzN-a9Qx Being part of the 75 Days Challenge has been a fantastic way to structure my learning and stay consistent. #75DaysChallenge #DeepLearning #TensorFlow #MachineLearning #AI #DataScience #ArtificialIntelligence #NeuralNetworks #DeepLearningModels #GitHub #LearningByDoing #EntriElevate

Excited to share the fundamental differences between machine learning and deep learning. While machine learning uses structured data for predictions, deep learning involves neural networks for autonomous decision-making. Learn more about their architecture and applications in AI research: https://bit.ly/3KpFANH #MachineLearning #DeepLearning #ArtificialIntelligence

4 GitHub Repos for AI/ML 1. Neural Networks: introductions to Neural Networks, from Andrej Karpathy. https://lnkd.in/erA-Gerp 2. Machine Learning Specialization - Andrew Ng’s lectures & practice problems https://lnkd.in/ebtWemWD 3. Deep Learning Specialization - Andrew Ng’s lectures & practice problems https://lnkd.in/e2RECCSQ 4. minGPT - Introduction to transformers, from Andrej Karpathy. https://lnkd.in/e_NsHVRn

Unlock the secrets to mastering deep learning with our comprehensive guide on TensorFlow vs. PyTorch. Whether you're building cutting-edge AI solutions or exploring the world of neural networks, this article provides all the insights you need to choose the right framework. Read the full article on our website. https://lnkd.in/dMDYPFXw #deeplearning #ai #tensorflow #pytorch #machinelearning #neuralnetworks #airesearch #datascience #techinnovation #resourcequeue 

Using Normalization Layers to Improve Deep Learning Models https://zurl.co/LW2h

Unlock the power of AI with TensorFlow! Learn How it Works ! 🚀 Dive into machine learning and neural networks today. #MachineLearning #AI #TensorFlow #NeuralNetworks #codemagnet 🤖📊 https://lnkd.in/e4P3WbrR

🍎 Unlock the potential of deep learning with our "Introduction to Deep Learning" tutorial! 🌌 Objectives: - Understand deep learning principles - Build neural network architectures - Explore Galaxy's deep-learning tools - Interpret predictions Unleash the power of AI with Galaxy! #UseGalaxy #GalaxyTraining #DeepLearning #AI #MachineLearning https://lnkd.in/eKQEvVxh

DAY 15-🎓 Just Completed the Free Deep Learning Course: Deep Dive into Deep Learning! 🚀🤖 Excited to announce the completion of the comprehensive Deep Learning course led by Srikanth Varma, Lead DSML Instructor at Scaler. This journey through the fundamentals and advanced concepts of deep learning has been truly enlightening. Here's a glimpse of what I've learned! 🔍 Course Overview: - **Introduction to Neural Networks**  - Key deep learning concepts including neural networks and backpropagation.    - **Deep Multi-layer Perceptrons**  - In-depth understanding and hands-on experience with multi-layer perceptrons. - **Deep Learning with TensorFlow and Keras**  - Proficiency in using popular deep learning frameworks to build, train, and validate models. 🛠 Key Skills Acquired: - Mastery of deep learning concepts like convolutional neural networks and generative adversarial networks. - Problem-solving skills through real-world projects. - Ability to interpret and communicate deep learning model outputs effectively. Scaler Excited to apply these skills to solve complex AI challenges! 🌟📈 #DeepLearning #AI #MachineLearning #ScalerAcademy

I am attending the AWS Generative AI Bootcamp📚. I had an opportunity to dive deep into the concepts that form the foundation of AI. As part of this, I explored the basics of Machine Learning and deep learning, the inner workings of neural networks, and the power of Generative AI. Inspired by my learnings📑, I've composed a new blog post titled 🚀"AI Essentials: A Beginner's Guide to Machine Learning, Deep Learning, Neural Networks, and Generative AI."🚀 In this comprehensive guide, I share the knowledge I gained from the boot camp to empower others to navigate the rapidly evolving AI landscape. Read the full blog post here: https://lnkd.in/gpH2k29W Together, let's explore the limitless possibilities of artificial intelligence and shape the future of technology.  #GenAI #awsusergroupdehradun #AWSBootcamp #AWS #AI #NeuralNetworks #ML #machinelearning #AIlearnings #innovation #deeplearning #technology #ai