Search results for #LinearAlgebra
📚 Day 2 of #100DaysOfML! Today I delved into the fundamentals of linear algebra, one of the main ingredients for understanding machine learning algorithms. I discovered a good resource for learning linear algebra: pabloinsente.github.io/intro-linear-a… 📈 #MachineLearning #LinearAlgebra
Learn Basic Mathematics by subscribing to this playlist: youtube.com/playlist?list=… #calculuscraze #mathematics #basicmathematics #linearalgebra #algebratutor #algebrateacher #algebratricks #AlgebraicExpressions #worktank #factorization #NumberSystem #AbdulFarahRajri #sukkuribamath
What's the point of linear algebra? 🤔 To understand how linear transformations behave by breaking down their inputs into simpler components! 🧩 #Read4U #LinearAlgebra #Math What do you think about this approach? 💭 aili.app/share/3shzhKAc…
Most Important Math Definitions in Data Science morioh.com/a/e59444709ead… #datascience #machinelearning #deeplearning #ai #artificialintelligence #programming #developer #morioh #softwaredeveloper #computerscience #calculus #linearalgebra #algebra #maths #mathematics
Curated list of FREE resources & downloadable PDF eBooks on #Mathematics for #MachineLearning — via @dair_ai ———— #BigData #DataScience #DataScientists #AI #Statistics #DeepLearning #StatisticalLearning #Probability #Calculus #LinearAlgebra #Inference ⬇️⬇️ github.com/dair-ai/Mathem…
Probabilistic #MachineLearning — An INTRODUCTION (2nd Ed. 2022, 858-page PDF): bit.ly/3seAc5G by @sirbayes ➕ Get the print copy: amzn.to/48broB3 —————— #AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks
Probabilistic #MachineLearning — An INTRODUCTION (2nd Ed. 2022, 858-page PDF): bit.ly/3seAc5G by @sirbayes ➕ Get the print copy: amzn.to/48broB3 —————— #AI #DeepLearning #BigData #DataScience #Mathematics #Probability #Statistics #LinearAlgebra #NeuralNetworks https://t.co/LmJKin8wh0
[Download 400-page PDF eBook] Linear Models in #MachineLearning and Statistical Learning: arxiv.org/abs/2401.00649 ————— #Mathematics #DataScience #LinearAlgebra #Statistics
[Download 601-page PDF eBook] Mathematical Introduction to #DeepLearning — Methods, Implementations, and Theory: arxiv.org/abs/2310.20360 ———— #AI #Mathematics #BigData #DataScience #Algorithms #MachineLearning #Calculus #LinearAlgebra #DataScientists
[Download 211-page PDF eBook] The conceptual #Mathematics behind #MachineLearning with example-based learning: arxiv.org/abs/2206.13446 ————— #BigData #DataScience #AI #ML #LinearAlgebra #Calculus #Inference #Graphs #DirectedGraphs #DiscreteMathematics #Probability #Statistics
Principles of #DeepLearning Theory—Theoretical & Mathematical Foundations See 471-page PDF Draft: arxiv.org/abs/2106.10165 -or- Buy new: amzn.to/3qoqmS5 ——— #DataScience #AI #MachineLearning #NeuralNetworks #LinearAlgebra #Algorithms #Mathematics #Calculus #DataScientists
[Download 234-page PDF eBook] Introducing the #Mathematics of Machine Learning: bit.ly/3Fe3vMC by @smolix ————— #BigData #DataScience #AI #Algorithms #MachineLearning #DataScientists #DataLiteracy #Statistics #Optimization #LinearAlgebra #ORMS
Awesome updated 309-page PDF eBook >> "Patterns, Predictions, and Actions: A Story About #MachineLearning" arxiv.org/abs/2102.05242 …sharpen your #Probability, #Calculus, and #LinearAlgebra knowledge with this! ————— #BigData #DataScience #AI #DeepLearning #ReinforcementLearning
বাংলায় ! Class-1| Vectors | Linear Algebra for Data Science | Practical Learning with Python. youtu.be/eHmlGSPvVbU #linearalgebra #datascience #python #practical #vectors
"a compute cluster of #Commodore 64s can likely outperform a ‘please call us for a quote’ quantum system depending on which #linearalgebra problem you’re trying to solve. #Quantum computers may yet have their application, but this isn’t it, yet." 😁 hackaday.com/2024/04/20/tro…
Foundational for Machine Learning: Linear algebra forms the backbone of machine learning algorithms. It's crucial for operations like matrix multiplication in neural networks, enabling systems to learn from data and make predictions. #MachineLearning #LinearAlgebra
A Kronecker Product and Vec Operator Identity janmr.com/blog/2024/04/a… #math #linearalgebra
Check out this blog post on a vectorized basic linear algebra package for prototyping codes in MATLAB. Learn how to achieve fast computations while maintaining structured and readable code. For more details, visit: bit.ly/3w9yjOk #MATLAB #coding #linearalgebra