#MathForML

Understanding symmetric matrices and positive definiteness is key to mastering #MachineLearning. They explain why algorithms like gradient descent actually converge! 🎥 Watch here → #MathForML #AI #DeepLearning #LinearAlgebra

If you are thinking about learning maths for data science. Here are 5 great books and resources to get you started 👇🏻 #DataScience #DataAnalytics #mathforML #mathematics

Day 54 #MyDataScienceJourney: Covered equations of lines, 3D planes, and hyperplanes, plus how to find a point’s distance from a plane. Also explored instance-based vs. model-based learning in ML—fascinating to see how model either memorize or generalize!#LearnInPublic #MathForML

📘 Grab the free “Mathematics for Machine Learning” book and strengthen your ML foundations in linear algebra, calculus, probability, and optimization. Download: #MachineLearning #MathForML #AI #DataScience #MLBook

Day 77 #100DaysOfCode 📊 Mastered Linux basics! 💻 ✅ Solved 10 Math problems for ML ( Hermitian mat & diagonalization )🤖 🚀🌟 #Linux #MathForML #100daysofcodechallenge #100daysofcoding #Ubuntu #script #Shell #SSH #VM

Day 26 of #MathForML Today's labwork: Applications of EigenValues & EigenVectors -> Navigating Webpages -> PCA on cat images Before diving into calculus, I want to make sure my Linear Algebra is rock solid. Can you suggest resources to master and practice Linear Algebra for ML?

🔢Building a Strong Foundation with Mathematics First things first—mathematics is crucial as a foundation for Machine Learning. So, I'm starting with that! 📚 Following @akshay_pachaar 's roadmap to master the prerequisites. Let’s get this journey started! 🚀 #MathForML #ML

Just found @geogebra — one of the best tools I’ve seen for understanding math visually. Super helpful for grasping ML topics like vectors, functions, and calculus. 🔗 Definitely worth checking out! #MathForML #GeoGebra #LearnInPublic

Math cheatsheet for data science 📊 📕 #Datascience #Math

#Statistics #MathForML #LinearAlgebra #Probability #Calculus #DataScienceLearning #LearnDataScience #DSA #TechLearning #Upskill

Essential Math for Machine Learning: Kernel Density Estimation➡️ #AIforBeginners #DataAnalysis #MathForML #artmac #artmacllc

I'm taking the Math for ML specialization from @DeepLearningAI_ which includes Linear Algebra, Calculus, and Statistics. I was always a little intimidated by calculus in ML so I hope this helps me with that. #MachineLearning #MathForML

You can download this Data Science and Machine Learning book for free. There are 4 sections for those who are starting: • Python Primer • Linear Algebra and Functional Analysis • Probability and Statistics • Multivariate Differentiation and Optimization The rest of the chapters: • Importing, Summarizing, and Visualizing Data • Statistical Learning • Monte Carlo Methods • Unsupervised Learning • Regression • Regularization and Kernel Methods • Classification • Decision Trees and Ensemble Methods • Deep Learning Download the book here:

@svpino Best resources and books to learn math for data science. #books #DataScience #mathforML

If you are looking to learn math for data science? Here are 5 of the best courses you can take in 2023:

Exciting news for anyone looking to strengthen their math foundation for machine learning and data science - the new course Math for Machine Learning and Data Science is now available on Coursera, taught by the brilliant @luis_likes_math #MachineLearning #DataScience #MathForML

1/Math for Machine Learning and Data Science is now available on Coursera! Taught by @luis_likes_math, this gives an intuitive understanding of the most important math concepts for AI.

𝑓∘𝑔, you must have come across this in some Machine Learning course or a paper and wondered what it is! In this thread we will introduce you to some common math notations seen in ML. A thread 👇 #mathematics #MathforML #DeepLearning

Overview of data distributions . Probability distributions- always find them a challenging topic. Wish I had this before. #Stats #Probability #MathforML

Feeling a bit stupid for writing code to count lines of text, when I could have just looked at the side of the editor... 🤦‍♂️😂 __________ #javascript #Developer #mathforml