Udemy Free Course: Machine Learning & Data Science Foundations Masterclass
The Theoretical and Practical Foundations of Machine Learning. Master Matrices, Linear Algebra, and Tensors in Python
What you’ll learn:
- Understand the fundamentals of linear algebra, a ubiquitous approach for solving for unknowns within high-dimensional spaces.
- Manipulate tensors using the most important Python tensor libraries: NumPy, TensorFlow, and PyTorch
- Possess an in-depth understanding of matrices, including their properties, key classes, and critical ML operations
- Develop a geometric intuition of what’s going on beneath the hood of ML and deep learning algorithms.
- Be able to more intimately grasp the details of cutting-edge machine learning papers
- All code demos will be in Python so experience with it or another object-oriented programming language would be helpful for following along with the hands-on examples.
- Familiarity with secondary school-level mathematics will make the class easier to follow along with. If you are comfortable dealing with quantitative information — such as understanding charts and rearranging simple equations — then you should be well-prepared to follow along with all of the mathematics.
Who this course is for:
- You use high-level software libraries (e.g., scikit-learn, Keras, TensorFlow) to train or deploy machine learning algorithms, and would now like to understand the fundamentals underlying the abstractions, enabling you to expand your capabilities
- You’re a software developer who would like to develop a firm foundation for the deployment of machine learning algorithms into production systems
- You’re a data scientist who would like to reinforce your understanding of the subjects at the core of your professional discipline
- You’re a data analyst or A.I. enthusiast who would like to become a data scientist or data/ML engineer, and so you’re keen to deeply understand the field you’re entering from the ground up (very wise of you!)
This course includes:
- 3.5 hours on-demand video
- 1 article
- Full lifetime access
- Access on mobile and TV
- Certificate of completion
Created By: Jon Krohn
How to Enroll For Machine Learning & Data Science Foundations Masterclass?
- Sign Up on Udemy.com
- Enroll Here (Machine Learning & Data Science Foundations Masterclass): Click Here
Udemy Coupon Code: BFGIVEAWAY11
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