How Neural Networks Work | Layers & Activation Functions Explained | Module 06

submitted by zaina1236 on 10/07/25 1

bit.ly/3Ff5Esb Want to understand layered neural networks and the role of activation functions in deep learning? 🚀 In this video, we’ll break down the structure of neural networks, explore the purpose of multiple layers, and explain how activation functions like ReLU, sigmoid, and softmax enable AI to solve complex problems. Timestamp ⏱️ 00:00 - Explanation of Layered Neural Network 01:34 - Layered Neutral Network - Terms 02:47 - What are Activation Function? 06:19 - Importance of Activation Function 8:59 - Activation Function Examples with Graphs 11:02 - Explanation of 3 Layered Neural Network What You’ll Learn in This Video: ✅ What Are Layered Neural Networks? Understand the architecture and purpose of input, hidden, and output layers. ✅ Role of Activation Functions: How they introduce non-linearity to solve complex tasks. ✅ Common Activation Functions: Explore ReLU, sigmoid, tanh, and softmax. ✅ Applications of Layered Networks: Real-world examples in image recognition, NLP, and AI. ✅ Hands-On Example: Building a simple layered neural network with activation functions. Why Imarticus Learning? 📌 Industry-Expert Faculty: Learn from professionals who use Python in real-world projects. 📌 Practical Learning Approach: Hands-on examples and exercises to solidify your understanding. 📌 Career Support: Equip yourself with in-demand Python skills for a career in data science or software development. 📌 Career Success: Imarticus ensures your journey translates into tangible career growth. Deep Learning: The Key to Unlocking Your Data Science Potential The Postgraduate Program in Data Science and Analytics (PGA) is a 6-month course for graduates and professionals with under three years of experience. It offers 100% job assurance through 2,000+ hiring partners, 300+ learning hours, 25+ hands-on projects, and training in 10+ tools like Python, Power BI, and Tableau. With a 22.5 LPA highest salary and 52% average salary hikes, it equips learners to excel in data science and analytics careers. bit.ly/3Ff5Esb Suggested Resources📚 Books: 📚Neural Networks and Deep Learning by Michael Nielsen 📚Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville 📚Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow by Aurélien Géron 🎬 Movies/Documentaries: 🎬AlphaGo (2017) – Showcasing the power of layered neural networks in decision-making AI. 🎬The Social Dilemma (2020) – Insights into how AI leverages neural networks. 🎬In the Age of AI (2019) – Exploring the role of neural networks in advancing AI. About Imarticus Learning Imarticus Learning is a leading education company, offering high-quality, industry-specific education via innovative technology, specialised training, career assistance, and mentorship from industry professionals. We have impacted over 10,00,000+ careers within a decade through leading-edge curriculums, highly experienced faculty, and over 3500+ global partnerships with leading institutions and corporations. We offer courses that prepare learners for successful careers in finance, banking, data science, analytics, management, marketing, and technology. ❇️ Key Highlights 12 Years Legacy | 1M+ Learners Impacted | #1 Education Provider in Finance | 8+ Years Legacy in Data Analytics | 85% Placement Record | 54% Average Salary Hike | 24 LPA Highest Salary 🏆 Awards & Accolades •⁠ ⁠Outstanding Education Company of the Year by ET Business Leaders 2024 •⁠ ⁠Best Education Provider in Finance by Elets World Education Summit 2024 •⁠ ⁠Outstanding Education Company for Data Science and Analytics at Observe Now’s Education Leaders Conclave & Awards 2024 •⁠ ⁠⁠Recognized in GSV 150 as one of the World’s Most Transformational Growth Companies in Digital Learning and Workforce Skilling (2024) •⁠ ⁠Awarded Innovative 21st Century Skills Solutions at Elets World Education Summit, Dubai •⁠ ⁠Best Certification Courses at the Indian Education Congress and Awards •⁠ ⁠Most Promising Digital Learning Platform Brands by siliconindia Magazine •⁠ ⁠Best Education Brand in Analytics by The Economic Times 🌐We’re Very Social imarticus.org/ x.com/imarticus www.instagram.com/imarticus in.linkedin.com/company/imarticuslearning www.facebook.com/ImarticusLearning/ in.pinterest.com/imarticuslearning/ #NeuralNetworks #ActivationFunctions #DeepLearning #AI #MachineLearning #ReLU #Softmax #DataScience #ImarticusLearning #LearnAI #DeepLearningBasics

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