Foundations

Mathematical Foundations

Linear algebra, calculus, probability, statistics and optimisation — the maths behind ML

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Maths for ML
beginner
Multiply matrices and compute dot products
Probability & Statistics
beginner
Calculate conditional probability and Bayes' theorem
Optimisation
intermediate
Implement gradient descent from scratch
Information Theory
intermediate
Calculate Shannon entropy and cross-entropy loss
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Ai Content Creation Tool (Workflow Setup 2026)
Mathematical Foundations
Ai Content Creation Tool (Workflow Setup 2026)
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Mathematical Foundations
15 Skills That Will Be Worth Twice as Much by 2030
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How We Saved $1.76M With One LSTM — Real AI Case Study
Mathematical Foundations
How We Saved $1.76M With One LSTM — Real AI Case Study
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Dear Data Analysts
Mathematical Foundations
Dear Data Analysts
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Mathematical Foundations
Why You SHOULD Actually Use Indicators #trading
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A stop loss is not a risk management strategy. It is a last resort. #algorithmictrading #trading
Mathematical Foundations
A stop loss is not a risk management strategy. It is a last resort. #algorithmictrading #trading
QuantInsti Quantitative Learning Intermediate 1mo ago
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Mathematical Foundations
How to create VIRAL Instagram carousel ads.
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Barriers to dequantization of near-term molecular electronic structure methods
Mathematical Foundations
Barriers to dequantization of near-term molecular electronic structure methods
Simons Institute for the Theory of Computing Intermediate 1mo ago
Leveraging Low-Energy Assumptions for Quantum Speedups
Mathematical Foundations
Leveraging Low-Energy Assumptions for Quantum Speedups
Simons Institute for the Theory of Computing Intermediate 1mo ago
Difficulties of Hidden Markov Models #quant #quantfinance #coding #machinelearning
Mathematical Foundations
Difficulties of Hidden Markov Models #quant #quantfinance #coding #machinelearning
Algebraic Continuation Beginner 1mo ago
Non-Stationary Distributions in Finance #quant #statistics #machinelearning #coding
Mathematical Foundations
Non-Stationary Distributions in Finance #quant #statistics #machinelearning #coding
Algebraic Continuation Beginner 1mo ago
When students feel supported, learning changes.
Mathematical Foundations
When students feel supported, learning changes.
Khan Academy Beginner 1mo ago
Do you need Math for Data Science? | Intellipaat
Mathematical Foundations
Do you need Math for Data Science? | Intellipaat
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Mathematical Foundations
PTE Reading Score Distribution - Tips and Strategies #shorts #youtubeshorts #ptereading #pte
Language Academy PTE Beginner 1mo ago
How to Train Billion-Parameter Models: DeepSpeed ZeRO vs. PyTorch FSDP
Mathematical Foundations
How to Train Billion-Parameter Models: DeepSpeed ZeRO vs. PyTorch FSDP
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Mathematical Foundations
How Much Screen Time Is Too Much? 2026 Statistics Revealed
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A non-Markovian approach to diffusion-based sampling
Mathematical Foundations
A non-Markovian approach to diffusion-based sampling
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Where the Score Lives: What Wavelets Reveal About Diffusion Models
Mathematical Foundations
Where the Score Lives: What Wavelets Reveal About Diffusion Models
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Mathematical Foundations
Insurtech is more than tech
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Mathematical Foundations
What AI Is Actually Computing When It Answers You
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Mathematical Foundations
Quant's Book Dilemma: Deep Dive or Broaden Horizons? #shorts
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Structure vs. Flat Content: Which wins for SEO?
Mathematical Foundations
Structure vs. Flat Content: Which wins for SEO?
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Are your headers hurting your SEO rankings? Stop repeating text now!
Mathematical Foundations
Are your headers hurting your SEO rankings? Stop repeating text now!
Casey Keith Advanced 1mo ago
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Polymarket Is Pricing a Macro Shock
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AI Dev 26 x SF | Andrew K. Davies: Deterministic Memory: How to Build an AI That Cannot Lie
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Psychological TRAP In Trading
Mathematical Foundations
Psychological TRAP In Trading
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Mathematical Foundations
Tie random ends: How many loops?
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The Attention Mechanism - How AI Understands Context (Q, K, V)
Mathematical Foundations
The Attention Mechanism - How AI Understands Context (Q, K, V)
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Cinderella 🤝 ELA class 📚✨
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Mathematical Foundations
"Overhyped" Stats Methods! #shorts
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Mathematical Foundations
KNX without cables - our flush-mounted KNX RF Solutions | #knx #electrical
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Quantum Simulations of Spectroscopy: Algorithms and Applications
Mathematical Foundations
Quantum Simulations of Spectroscopy: Algorithms and Applications
Simons Institute for the Theory of Computing Intermediate 1mo ago
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Mathematical Foundations
Efficient Algorithms for Reliable Machine Learning
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Mathematical Foundations
On the Komlós Conjecture
Simons Institute for the Theory of Computing Beginner 1mo ago
Asset Correlation in #quant #finance #machinelearning #coding
Mathematical Foundations
Asset Correlation in #quant #finance #machinelearning #coding
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Geometry of Market Crash #quant #finance #statistics #coding
Mathematical Foundations
Geometry of Market Crash #quant #finance #statistics #coding
Algebraic Continuation Intermediate 1mo ago
Know When the Market is Crashing #statistics #quant #machinelearning #coding
Mathematical Foundations
Know When the Market is Crashing #statistics #quant #machinelearning #coding
Algebraic Continuation Beginner 1mo ago
Astral Space: Convex Analysis at Infinity
Mathematical Foundations
Astral Space: Convex Analysis at Infinity
Simons Institute for the Theory of Computing Advanced 1mo ago
Hidden Markov Models in Quant Finance #quant #coding #finance #algotrading
Mathematical Foundations
Hidden Markov Models in Quant Finance #quant #coding #finance #algotrading
Algebraic Continuation Intermediate 1mo ago
Extending measure dynamics beyond generative modeling
Mathematical Foundations
Extending measure dynamics beyond generative modeling
Microsoft Research Advanced 1mo ago
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
Mathematical Foundations
Wavefunction Flows: Efficient Quantum Simulation of Continuous Flow Models
Microsoft Research Beginner 1mo ago
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Mathematical Foundations
Physics and information theory of generative diffusion
Microsoft Research Advanced 1mo ago
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Mathematical Foundations
Designing Dynamic Measure Transport for Sampling
Microsoft Research Advanced 1mo ago
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Mathematical Foundations
Matching features, not tokens: Energy-based fine-tuning of language models
Microsoft Research Advanced 1mo ago
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Mathematical Foundations
Tractable Mapping Entropy and Generative Backmapping via Split-Flows
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Mathematical Foundations
Meta Flow Maps
Microsoft Research Advanced 1mo ago
A Unified Approach to Analysis and Design of Denoising Markov Models
Mathematical Foundations
A Unified Approach to Analysis and Design of Denoising Markov Models
Microsoft Research Advanced 1mo ago
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Mathematical Foundations
Unlock the secret of the H-Vector for better SEO rankings.
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