Implementing AI Algorithms from Scratch

סקירה כללית

Dive deep into the intricate universe of Artificial Intelligence with our specialized course designed to provide you a comprehensive understanding of classic machine learning algorithms. Taught by CodeSignal, this course will guide you through the process of implementing essential algorithms from scratch, bypassing popular libraries like sklearn to ensure a profound grasp of the core concepts.

Explore a wide array of topics, including:

• Linear Regression
• Gradient Descent
• Logistic Regression
• Decision Trees
• Optimization Algorithms
• K-Nearest Neighbors
• Classification Algorithms
• Naive Bayes

Embark on this educational journey to enhance your expertise in Artificial Intelligence and Machine Learning, equipping you with practical skills that are pivotal in today's technology-driven world.

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