Embedded Files
Co-leads:
Co-leads:
Neel - @neel02 on Discord
Katrina - @katrina.lawrence on Discord; @KatrinaL2899 on X; www.linkedin.com/in/katrina-lawrence-0301b115b
Occurrences:
Bi-Weekly on Mondays at 9am PT/12p ET
Mathematics for Machine Learning Textbook:
https://mml-book.github.io/book/mml-book.pdf
Math YouTube Channel:
www.youtube.com/@MathUnlockedWithKatrina
About Us:
Hi everyone and welcome to the ML Math Community! We look forward to exploring the world of mathematics together and diving deep into the math that drives the creation of machine learning and deep learning algorithms. Math is a fundamental component of AI and LLMs. We welcome all skill levels to our page and invite you to reach out if you have any questions or a specific topic you'd like us to cover. Happy learning :)
Katrina Lawrence
Katrina Lawrence
I'm from Canada and I completed my dual undergraduate degree at The University of Western Ontario and Ivey Business School in 2022. I completed an Honours Specialization in Applied Mathematics and an Honours in Business Administration. In 2024 I graduated with a Master of Science in Data Science with a Specialization in Machine Learning from Eastern University in the USA. I have always had a strong passion of math and I'm excited to share it with you! In my spare time I love to paint, play sports and explore the outdoors.
Neel
Neel
I am a Masters student studying computer science at North Carolina State University. I completed my Bachelors degree from Vellore Institute of Technology in India. I am interested in machine learning research and development. I am enthusiastic in playing a part in the ML Math subcommunity here.
Past Presentations
Cohere Labs - ML Math - 2025/08/11 06:58 PDT - RecordingAugust 11, 2025
Cohere Labs - ML Math - 2025_07_28 11_27 PDT - Recording.mp4July 28, 2025
Cohere Labs - ML Math - 2025/07/14 07:58 PDT - RecordingLive Q&A
July 14, 2025
Cohere Labs - ML Math - 2025/06/16 08:59 PDT - RecordingTrigonometric Identities and Trigonometric Proofs
June 16, 2025
Cohere Labs - ML Math - 2025_06_02 09_00 PDT - Recording.mp4June 2, 2025
Cohere Labs - ML Math - 2025/05/26 08:58 PDT - RecordingTrigonometry Crash Course (ratios, special triangles, solving trig equations, trig transformations, graphing trigonometric functions)
May 26, 2025
Cohere Labs - ML Math - 2025/05/05 08:58 PDT - RecordingConstrained Optimization - Lagrange Multipliers
May 5th, 2025
C4AI - ML Math - 2025/04/07 08:58 PDT - Recording 2Optimization Using Gradient Descent
April 7, 2025 (part 2)
C4AI - ML Math - 2025/04/07 08:58 PDT - RecordingOptimization Using Gradient Descent
April 7, 2025 (part 1)
C4AI - ML Math - 2025/03/24 08:55 PDT - RecordingMarch 24, 2025
C4AI - ML Math - 2025/03/10 08:56 PDT - RecordingBayes Theorem, Summary Statistics, Independence
March 10, 2025
C4AI - ML Math - 2025/02/24 08:55 PST - RecordingContinuous Probabilities
Feb 24, 2025
C4AI - ML Math - 2025/02/10 08:58 PST - RecordingPartial Differential Equations - Laplace Transform
February 10, 2025
C4AI - ML Math - 2025/01/27 08:56 PST - RecordingDiscrete Probabilities
January 27, 2025
ML_Math_PDEs_Jan13_2025.mp4Partial Differential Equations - Fourier Transforms - Heat Equation
January 13, 2025
C4AI - ML Math - 2024/12/16 08:57 PST - RecordingPartial Differential Equations - Separation of Variables - Wave Equation
Dec 16, 2024
C4AI - ML Math - 2024/12/02 08:49 PST - RecordingConstruction of Probability Space
Dec 2, 2024
C4AI - ML Math - 2024/11/18 08:56 PST - RecordingMultivariate Taylor Series and Intro to Probability
Nov 18, 2024
C4AI - ML Math – 2024/11/04 08:58 PST – RecordingHOD, Linearization and Taylor Series
Nov 4, 2024
C4AI - ML Math – 2024/10/21 09:57 PDT – RecordingMaster the Fundamentals
Master the Fundamentals
Curve Sketching (asymptotes)
October 21, 2024
C4AI - ML Math – 2024/10/07 09:37 PDT – RecordingBackpropagation and Auto Differentiation
October 7, 2024
C4AI - ML Math – 2024/09/23 09:55 PDT – RecordingGradients of Matrices and Identities
September 23, 2024
C4AI - ML Math – 2024/09/10 09:28 PDT – RecordingGradients of Vector Valued Functions
September 10, 2024
shy-ekwa-eyz (2024-08-27 07:05 GMT-7)Master the Fundamentals
Master the Fundamentals
Introduction to Optimization
August 27, 2024
C4AI - ML Math (2024-07-15 10:02 GMT-7)Intro to Gradients and Partial Derivatives
July 15, 2024
"Math - Master the Fundamentals" (ML Math) (2024-06-24 09:02 GMT-7)Master the Fundamentals
Master the Fundamentals
Calculus Refresher
June 24, 2024
C4AI - ML Math (2024-06-17 10:02 GMT-7)Intro to Vector Calculus
June 17, 2024
C4AI - ML Math (2024-05-20 10:02 GMT-7)Guest Speaker - Convolutions and Transformations
May 20, 2024
C4AI - ML Math (2024-05-06 10:03 GMT-7)Singular Value Decomposition
May 6, 2024
C4AI - ML Math (2024-04-08 10:02 GMT-7)Matrix Decomposition and Eigen Space
April 8, 2024
C4AI - ML Math (2024-03-25 10:03 GMT-7)Gram Schmidt Orthogonalization, Affine Subspaces and Rotations
March 25, 2024
C4AI - ML Math (2024-03-11 10:03 GMT-7)Inner Product of Functions and Projections
March 11, 2024
C4AI - ML Math (2024-03-04 09:04 GMT-8)Angles & Orthogonality and Orthonormal Basis
March 4, 2024
C4AI - ML Math (2024-02-26 09:02 GMT-8)Norms, Inner Products, Lengths and Distances
February 26, 2024
C4AI - ML Math (2024-02-19 09:04 GMT-8)Question Solving
February 19, 2024
C4AI - ML Math (2024-02-12 09:02 GMT-8)Linear Mappings and Affine Spaces
February 12, 2024
C4AI - ML Math (2024-02-05 09:04 GMT-8)Linear independence, Basis & Rank and Linear Mappings
February 5, 2024
C4AI - ML Math (2024-01-29 09:03 GMT-8)System of Linear Equations, Matrices, Solving systems and Vector Spaces
January 29, 2024
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