AI Academy #3: Learn Artificial Neural Networks from A-Z

Why take this course?
π AI Academy #3: Master Artificial Neural Networks from A-Z π
π Course Title: Learn Different Types of Neural Networks like Multi Layer Perceptron, Recurrent Networks, and LSTMs. Source Codes Included!
π€ Course Headline: Are you ready to unlock the power of Artificial Neural Networks? Dive into MLP, RNNs, and LSTMs with real-world applications in forecasting economic time series and weather patterns with ease!
Are you fascinated by the prospect of using Artificial Intelligence to predict complex data with high accuracy? Let's dive into the world of Artificial Neural Networks (ANNs) β the backbone of modern AI!
In this comprehensive course, you'll embark on a journey to learn and apply neural networks using Python, Scikit-learn, and Keras. Whether you're new to neural networks or looking to sharpen your skills, this course has something for everyone.
**π Module 1: Introduction to Multilayer Perceptron (MLP) with Scikit-learn & Keras in Python
- Understand the fundamentals of MLP and how it works.
- Implement an MLPClassifier using Scikit-learn to classify various datasets.
- Explore practical examples, including:
- Logic Gates
- Vehicles Datasets
- Generated Datasets
**π Module 2: Time Series Forecasting with Keras
- Discover how to use neural networks for forecasting.
- Work with real-world datasets to predict outcomes.
- Engage with hands-on projects such as:
- Random Datasets
- International Airline Passengers Forecasting
- Los Angeles Temperature Forecasting
**π Module 3: Building Recurrent Neural Networks (RNNs) & Long Short-Term Memory Networks (LSTMs)
- Learn the intricacies of RNNs and LSTMs.
- Start with basic examples to grasp the concepts.
- Advance to more complex projects like forecasting:
- Google Stock Price
- NASDAQ Index
- New York Temperature
- New York Wind Speed
**π‘ Key Features of the Course:
- Practical Applications: Learn by applying neural networks to real-world datasets.
- Step-by-Step Guidance: From basics to advanced techniques, you'll grow your expertise at your own pace.
- Source Codes Included: Get instant access to all the code you need to follow along and experiment.
- Continuous Updates: Receive any updates or new content added to the course free of charge.
π‘ Before You Enroll, Keep These Points in Mind:
- Satisfaction Guarantee: If you find this course not beneficial for your career goals within 30 days, you'll receive a full refund β no questions asked!
- Lifetime Access: Once enrolled, you have unlimited access to the course materials.
- Free Course Updates: Any new content or updates will be provided to you at no additional cost.
- Full Support: I am dedicated to providing you with support and answering any questions you may have regarding the course.
- Preview Lectures: Check out a selection of free preview lectures to get a taste of what's in store!
π Ready to Embark on Your AI Journey?
Take control of your learning and master Artificial Neural Networks with AI Academy #3. Click the "Take This Course" button now and join me on this exciting educational adventure! π
Remember, every second is an opportunity to learn something new. Don't delay β your future self will thank you for it!
Best Regards, Sobhan πβ¨
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