Deep Learning : Plunge into Deep Learning

🚀 Deep Learning: Plunge into Deep Learning 🧠

Course Headline: 🎓 Learn to create Deep Learning models starting from the basics!

Course Description: Interested in the field of Machine Learning and Deep Learning? Then this course is for you! 🌟

This course is designed in a very simple and easily understandable manner. You might have seen lots of 🌫️ buzz on deep learning and you want to figure out where to start and explore. This course is designed exactly for people like you! 🎯

If the basics are strong, we can do bigger things with ease. My focus in this course is to build complicated things starting from very basics. I will guide you through the complex world of deep learning step by step, ensuring that each concept is thoroughly understood before moving on to the next. 🔗

In this course, I will cover the following things:

• Session 1: Introductory material on Deep Learning, its applications and significance.
• Session 2: Introduces the fundamental building block of deep learning.
• Session 3: Logistic Regression, Activation Functions, Perceptron, One Hot Encoding, XOR problem, and Multi-Layer Perceptron models.
• Session 4: Training of Neural Networks: Cross Entropy, Loss Function, Gradient descent Algorithm, Non-Linear Models, Feed Forward, Backward propagation, Overfitting problem, Early stopping, Regularization, drop out, and Vanishing Gradient problem.
• Session 5: Convolution Neural Networks: Feature Extraction, Convolution Layer, Pooling Layer, Relu, Flattening, and Deep Convolution Neural Networks.
• Session 6: Sequence Models: Recurrent Neural Networks (RNNs), Long Short-Term Memory networks (LSTMs).

Are there any course requirements or prerequisites? Just some high school mathematics level. That's it! You don't need to be an expert in anything except for having a basic understanding of high school math, which will lay the foundation for your deep learning journey. 📚

Who this course is for:

• Anyone interested in Machine Learning and Deep Learning.
• Students who have high school knowledge in mathematics and want to start learning Deep Learning.
• Intermediate level people who know the basics of machine learning and are eager to learn more advanced topics like deep learning.
• Any college students aiming to start a career in Data Science.
• Data analysts looking to level up their skills in Machine Learning and Deep Learning.
• People who are not satisfied with their job and aspire to become a Data Scientist.
• Anyone looking to create added value to their business by using powerful Learning tools.
• Individuals aiming to build a foundation on the principles of Deep Learning to understand the latest trends in technology and innovation. 💡

Join me, Muni Kumar Gopu V, on this journey into the depths of Deep Learning, where you will not only learn but also apply these concepts to solve real-world problems. Enroll now and transform your understanding of AI! 🤖✨