Mathematical Foundations of Machine Learning
Coupon Verified on June 16th, 2025
Course Name : Mathematical Foundations of Machine Learning
Students : 134,078
Duration : 16.5 hours
Avg Rating : 4.7 (7,359 ratings)
Original Price : $119.99
Discount Price : $12
Instructor / Provider : Nouman Azam, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code
What you’ll learn
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Understand the fundamentals of linear algebra and calculus, critical mathematical subjects underlying all of machine learning and data science
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Manipulate tensors using all three of the most important Python tensor libraries: NumPy, TensorFlow, and PyTorch
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How to apply all of the essential vector and matrix operations for machine learning and data science
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Reduce the dimensionality of complex data to the most informative elements with eigenvectors, SVD, and PCA
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Solve for unknowns with both simple techniques (e.g., elimination) and advanced techniques (e.g., pseudoinversion)
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Appreciate how calculus works, from first principles, via interactive code demos in Python
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Intimately understand advanced differentiation rules like the chain rule
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Compute the partial derivatives of machine-learning cost functions by hand as well as with TensorFlow and PyTorch
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Grasp exactly what gradients are and appreciate why they are essential for enabling ML via gradient descent
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Use integral calculus to determine the area under any given curve
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Be able to more intimately grasp the details of cutting-edge machine learning papers
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Develop an understanding of what’s going on beneath the hood of machine learning algorithms, including those used for deep learning
Deal Score-3
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FAQs on Udemy Coupon
Are there any limitations to access udemy coupon Code?
Yes, Mathematical Foundations of Machine Learning coupon code is valid for the first 1,000 enrollments or for 30 days, whichever comes first. After that, the coupon will expire.
Is Mathematical Foundations of Machine Learning free download available?
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Can I get a refund for the Mathematical Foundations of Machine Learning course, If I purchased with a coupon?
Yes, Udemy offers a 30-day money-back guarantee for all courses purchased on the website, even if you used a coupon to purchase the course.
