Modern Artificial Intelligence Masterclass: Build 6 Projects

Aperçu

Discover the transformative power of AI across various sectors with our Modern Artificial Intelligence Masterclass:

Build 6 Projects, offered through Udemy. This comprehensive course is tailored for AI practitioners, aspiring data scientists, tech enthusiasts, and business visionaries keen to apply artificial intelligence to real-world challenges.

What to Expect:

• Master deploying Emotion AI models with TensorFlow 2.0 for real-time emotion recognition.
• Delve into Explainable AI and visualize the inner workings of neural networks using the GradCam method.
• Automate brain tumor detection processes using advanced deep learning models, enhancing healthcare delivery.
• Develop innovative AI models for detecting and localizing brain tumors, employing cutting-edge ResNets and ResUnet networks.
• Explore segmentation models and ResUnet architecture's fundamentals, crucial for healthcare applications.
• Leverage AWS SageMaker's XGBoost algorithm for predicting customer credit card defaults, optimizing business operations.
• Enhance marketing strategies through customer segmentation, applying unsupervised machine learning algorithms.
• Unravel the mathematics behind the DeepDream algorithm, creating mesmerizing AI-based art with Keras in TensorFlow 2.0.
• Build and train ANN models in Google Colab, taking advantage of powerful computational resources like GPUs and TPUs.

Updated in June 2021 with a new section on Explainable AI with Zero Coding, this course ensures you’re at the forefront of AI innovation.

The AI market is expanding rapidly, with applications stretching across various industries, thereby significantly increasing the demand for skilled AI professionals.

Through this masterclass, you will gain practical experience by tackling six hands-on projects that cover a wide range of applications, from emotion AI and healthcare to creative AI and business solutions. This includes emotion classification, brain tumor detection, customer segmentation, credit card default prediction, AI-generated art, and demystifying the black box of AI models.

Who Should Enroll:

• Consultants aiming to revolutionize industries with AI.
• AI practitioners looking to advance their careers.
• Business owners eager to utilize AI for enhancing profitability.
• Technology aficionados aspiring for hands-on AI experience.

No prerequisites are required, although a basic understanding of programming is beneficial.

This course is designed to equip you with the fundamental skills in data science, enabling you to apply these competencies in addressing complex business challenges directly.

Categories:

Artificial Intelligence, Machine Learning, Computer Vision, Deep Learning, XGBoost.

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Enseigné par

Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team and Mitchell Bouchard

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