Luís Rato’s Post

University of Helsinki offers a new and updated AI course covering, among others, aspects such as neural networks, machine learning, and the societal implications of AI. What I especially liked is that it does not only focus on you learning and applying the concepts but also emphasizes reflecting on the challenges and potential drawbacks of AI usage. Can only recommend if you're interested in AI in general and its application! #ArtificialIntelligence #MachineLearning #AI #HelsinkiUniversity

🔍 Deep Dive: Backpropagation in Neural Networks Backpropagation is a core algorithm that powers neural networks, enabling them to learn and improve over time. Here’s how it works: 1. Forward Pass: Inputs move through the network, with each neuron applying a weighted sum and activation function. 2. Loss Calculation: The network’s prediction is compared to the actual target using a loss function. 3. Backward Pass: The error is propagated backward using the chain rule, calculating gradients for each weight. 4. Weight Update: Gradients are used to adjust weights, minimizing the error in subsequent predictions. 5. Iterative Process: This cycle of forward and backward passes is repeated, refining the network’s accuracy over time. Backpropagation is the engine behind the impressive capabilities of deep learning models today, driving advancements in AI across industries. 🚀 #AI #MachineLearning #DeepLearning #NeuralNetworks #Backpropagation #TechInsights

"Proud to share my latest project: a neural network model for handwritten digit prediction! Successfully trained on the MNIST dataset, this project enhanced my skills in deep learning and AI. #AI #DeepLearning #MachineLearning #artificialintelligence

🚀 Roadmap to Master Generative AI 🤖✨ Embark on your journey to become a generative AI expert with these essential steps! 🛤️💡 Understand the basics, dive into neural networks, explore generative models, and get hands-on practice. Stay updated with the latest research and advancements. 📚🧠🔍🧑💻📈 🌟 Keep learning and experimenting! The future of AI is generative! 🌐✨ #GenerativeAI #MachineLearning #AI #DeepLearning #TechJourney

Curious about Deep Learning? In today’s post we highlight the fundamentals of this AI technique, how it mimics the human brain, and its impact on technology today. Swipe to learn #AwarriAI #DeepLearning #AI #AIforgood

😎 🏆𝐓𝐡𝐞 𝐬𝐡𝐚𝐥𝐥𝐨𝐰 𝐚𝐧𝐝 𝐭𝐡𝐞 𝐃𝐞𝐞𝐩: 𝐚 𝐛𝐢𝐚𝐬𝐞𝐝 𝐢𝐧𝐭𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐢𝐧𝐭𝐨 𝐧𝐞𝐮𝐫𝐚𝐥 𝐧𝐞𝐭𝐰𝐨𝐫𝐤𝐬 𝐚𝐧𝐝 𝐨𝐥𝐝 𝐬𝐜𝐡𝐨𝐨𝐥 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠  🚀 ⚡ 𝐛𝐲 𝐌𝐢𝐜𝐡𝐚𝐞𝐥 𝐁𝐢𝐞𝐡𝐥 - an excellent textbook about #deeplearning and #machinelearning covering the most essential topics of the both https://lnkd.in/eyAKucQk #deepneuralnetworks #ai

As we stand on the brink of a new era in AI technology, it is crucial to delve into the advancements and ethical considerations that will define tomorrow’s intelligence. This paper takes a deep dive into the future of AI, examining the latest developments in neural networks and the ethical dimensions of machine learning systems. By exploring these key areas, we aim to gain insight into the trajectory of AI technology and its implications for society. View Full: https://lnkd.in/gD-XiXvS #AI #AItechnology #technology #ArtificialIntelligence

Thrilled to announce that I’ve successfully completed a certificate in Generative AI! 🎓 This journey has deepened my understanding of cutting-edge technologies that are shaping the future of innovation. From exploring neural networks to creating AI-driven models, this experience has equipped me with the skills to contribute to this rapidly evolving field. Excited to apply this knowledge and continue pushing the boundaries of what AI can achieve. 🚀 #GenerativeAI #ArtificialIntelligence #AI #Innovation #MachineLearning #TechSkills #ContinuousLearning

Challenge update Day 5/10 Topic completed: Completed Back propagation the maths behind it then how it works on a actual dataset and finally the intuition of why is back propagation used Completed Gradient descent why it is important and how it helps to optimize the neural network Today's Target: 1. Vanishing gradient descent problem 2. Improving performance of a neural network #neuralnetworks #deeplearning #ai

Machine Learning Trends to Watch in 2025 https://lnkd.in/gmbYTE-r Explore the top Machine Learning Trends and Strategies for 2025, focusing on AI, Deep Learning, and Algorithms. Stay ahead with insights into the future of AI technology. #AITrends #MachineLearningAlgorithms #DeepLearning #AI #AINews #AnalyticsInsight #AnalyticsInsightMagazine