Artificial Neural Networks & Deep Learning In R
Artificial Intelligence & Machine Learning for Practical Data Science in R
Tailored for data scientists, analysts, and R enthusiasts, this program provides an in-depth understanding of artificial neural networks and their application in solving complex problems.
Key Learning Highlights:
- Fundamentals of Neural Networks: Gain a solid foundation in the basics of neural networks, understanding the architecture, activation functions, and training processes that form the backbone of artificial intelligence.
- Introduction to Deep Learning: Delve into the realm of deep learning, exploring its significance, and discovering how artificial neural networks are extended into deep architectures to handle intricate patterns and representations.
- R Programming for Deep Learning: Learn how to implement neural networks and deep learning models using the R programming language. Explore popular R libraries like 'keras' and 'tensorflow' for building and training complex models.
- Model Architecture and Design: Master the art of designing neural network architectures suitable for various tasks. Understand the choices involved in selecting the number of layers, nodes, and activation functions.
- Training and Optimization: Explore techniques for training neural networks effectively, including strategies for addressing overfitting, underfitting, and optimization algorithms for minimizing loss functions.
- Advanced Deep Learning Concepts: Delve into advanced concepts in deep learning, such as convolutional neural networks (CNNs), recurrent neural networks (RNNs), and transfer learning, understanding their applications and implementation in R.
- Practical Applications: Apply your knowledge through hands-on projects, solving real-world problems and gaining practical experience in implementing artificial neural networks and deep learning models in R.
Yoohoo Academy has taught 100,000+ students everything from Lift Style to Fitness Training, Cyber Security, to Ethical Hacking, Facebook Ads, to SEO, Email Marketing, to eCommerce, Business Investing, to Social Media Marketing, to Launching your own Business, Marketing/Ad Agency!
Yoohoo Academy is a Multination company that offers an ever growing range of high-quality online courses that teach using hands-on examples from experts in the field of study and tested research; all backed with high-quality, studio voiceover narrated videos! The emphasis is on teaching real life skills that are essential in today's world.
All Yoohoo Academy courses are taught by experts in their field who have a true passion for teaching and sharing their knowledge.
The instructors provide clear explanations and practical examples, making complex concepts accessible. The hands-on projects were challenging yet rewarding, and I now feel equipped to apply deep learning techniques to my data science projects.
As an R enthusiast, this course was a perfect fit for me. The content is well-structured, covering both fundamental concepts and advanced deep learning topics. The hands-on approach, coupled with real-world applications, made the learning experience engaging and applicable.