Curated learning path for AI Infrastructure & Scaling. Build practical skills through expert-selected courses.
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Not required
Basic programming; comfort with command line
Follow these courses in order to complete the learning path. Click on any course to enroll.
A Harvard University course that covers statistical concepts and models relevant for causal inference in the context of high-throughput experiments.
Unlock the Power of AI: From Beginner to Advanced Machine Learning & Deep Learning Projects Are you ready to dive into the world of Artificial Intelligence and master Machine Learning and Deep Learning? Whether you're just starting or want to expand your AI skills, this comprehensive course is designed to guide you through hands-on projects that you can use to showcase your abilities in the real world.Key Highlights of the Course:Hands-On, Project-Based Learning: This is not just a theory-heavy course. You’ll be actively building and deploying AI models that solve real-world problems. Each module introduces a new project, ensuring you gain practical experience while learning.Perfect for Beginners to Experts: Start with the basics and move towards advanced concepts at your own pace. Whether you're new to AI or looking to deepen your knowledge, this course will meet you where you are and help you grow.Practical AI Applications: Learn to apply AI in fields like image classification, natural language processing (NLP), recommendation systems, and more, giving you a diverse skillset that can be applied to various industries.Master Deep Learning: Learn cutting-edge techniques like neural networks, CNNs (Convolutional Neural Networks), and RNNs (Recurrent Neural Networks) to handle complex tasks, opening up exciting opportunities in AI development.Deployment & Scalability: Learn to take your models from development to deployment. Understand how to use cloud platforms and scaling strategies to make your AI solutions accessible and efficient.Collaborative Learning: Engage with fellow learners, share your progress, and collaborate on projects, creating a supportive and dynamic learning environment.Expert Mentorship:<
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Curated learning path for AI Infrastructure & Scaling. Build practical skills through expert-selected courses.
You'll work through Understand core concepts and foundations; Build your first projects with guided tutorials; Gain confidence with hands-on exercises; Design and implement ML pipelines; Version control data and models effectively; Automate model training and deployment.
It's pitched at beginner level — a solid starting point if you're new to the topic.
2 curated courses, sequenced from foundational to advanced.
Around $20 total if you buy every course — but many include free audit options.
Enroll in this path to track your progress and stay motivated.