5 Free artificial intelligence courses and certifications
Learning artificial intelligence (AI) is becoming increasingly important for both technical and non-technical professionals, as it has the potential to revolutionize various industries and provide innovative solutions to complex problems. With free AI courses and online certifications, individuals can acquire the necessary knowledge and skills to stay relevant in today’s rapidly evolving job market.
The Machine Learning Specialization by DeepLearning.AI and Stanford Online is a foundational online program that provides a broad introduction to modern machine learning. This three-course specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field.
Other notable instructors include Eddy Shyu, curriculum product manager at DeepLearning.AI; Aarti Bagul, a curriculum engineer; and Geoff Ladwig, another top instructor at DeepLearning.AI.
The first course in the specialization is “Supervised Machine Learning: Regression and Classification,” which covers building machine learning models in Python using popular machine learning libraries NumPy and scikit-learn, and building and training supervised machine learning models for prediction and binary classification tasks, including linear regression and logistic regression.
The second course is “Advanced Learning Algorithms,” which teaches building and training a neural network with TensorFlow to perform multiclass classification, applying best practices for machine learning development so that your models generalize to data and tasks in the real world, and building and using decision trees and tree ensemble methods, including random forests and boosted
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