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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What happens when AI fails?
Mathematical Foundations
What happens when AI fails?
Roman Paolucci Intermediate 4w ago
The Trader With 7 FIGURE Payouts Only Wants THIS Move🚨
Mathematical Foundations
The Trader With 7 FIGURE Payouts Only Wants THIS Move🚨
Chart Fanatics Intermediate 4w ago
Local Coordination and the Geometry of Social Networks
Mathematical Foundations
Local Coordination and the Geometry of Social Networks
Simons Institute for the Theory of Computing Intermediate 4w ago
The BCG Matrix Applied to the SpaceX IPO!
Mathematical Foundations
The BCG Matrix Applied to the SpaceX IPO!
Nanalyze Intermediate 1mo ago
probability for Trading | Lesson 1.2
Mathematical Foundations
probability for Trading | Lesson 1.2
DeltaTrend Trading Intermediate 1mo ago
Probability for Trading | Lesson 1.2
Mathematical Foundations
Probability for Trading | Lesson 1.2
DeltaTrend Trading Intermediate 1mo ago
Chongqing: Earth's Only 8D Megacity - Where Trains Drive Through Your Living Room
Mathematical Foundations
Chongqing: Earth's Only 8D Megacity - Where Trains Drive Through Your Living Room
Joseph Raczynski Beginner 1mo ago
Don't believe arbitrary trading strategy criticisms
Mathematical Foundations
Don't believe arbitrary trading strategy criticisms
Roman Paolucci Intermediate 1mo ago
Master Internal Linking with Entity SEO
Mathematical Foundations
Master Internal Linking with Entity SEO
Casey Keith Intermediate 1mo ago
Statistics
Mathematical Foundations
Statistics
Commercial Law Academy Intermediate 1mo ago
AI handles performance optimization in a BC upgrade | Dynamics 365 Tips
Mathematical Foundations
AI handles performance optimization in a BC upgrade | Dynamics 365 Tips
saurav dhyani Advanced 1mo ago
Delete these posts to skyrocket your SEO traffic immediately.
Mathematical Foundations
Delete these posts to skyrocket your SEO traffic immediately.
Casey Keith Advanced 1mo ago
AI in Action: Instantly Transform Space Utilization Data into Insights with OpenBlue
Mathematical Foundations
AI in Action: Instantly Transform Space Utilization Data into Insights with OpenBlue
Johnson Controls Intermediate 1mo ago
Turning Space Utilization Data into Actionable Insights with OpenBlue Insights AI
Mathematical Foundations
Turning Space Utilization Data into Actionable Insights with OpenBlue Insights AI
Johnson Controls Beginner 1mo ago
THIS Candle Pattern Can Make MILLIONS🚨
Mathematical Foundations
THIS Candle Pattern Can Make MILLIONS🚨
Chart Fanatics Intermediate 1mo ago
Europe's MGA awakening
Mathematical Foundations
Europe's MGA awakening
The InsurTech Geek Podcast Intermediate 1mo ago
Data and AI in Manufacturing with EY and Databricks
Mathematical Foundations
Data and AI in Manufacturing with EY and Databricks
EY Global Beginner 1mo ago
Best Stochastic Calculus Book?! #shorts
Mathematical Foundations
Best Stochastic Calculus Book?! #shorts
Dimitri Bianco Intermediate 1mo ago
Intro to electric circuits | Physics | Khan Academy
Mathematical Foundations
Intro to electric circuits | Physics | Khan Academy
Khan Academy Beginner 1mo ago
What Does it Take to become a Distribution Lineman #Shorts #Career #Electrical
Mathematical Foundations
What Does it Take to become a Distribution Lineman #Shorts #Career #Electrical
Mr. What Does it Take Intermediate 1mo ago
The Real Business Advantage
Mathematical Foundations
The Real Business Advantage
TechTO Beginner 1mo ago
The Distribution Hack Every Brand is Missing 😱
Mathematical Foundations
The Distribution Hack Every Brand is Missing 😱
Chase Chappell Intermediate 1mo ago
Probability Is How Quants Think #algorithmictrading #quantinsti #trading #quanttrading
Mathematical Foundations
Probability Is How Quants Think #algorithmictrading #quantinsti #trading #quanttrading
QuantInsti Quantitative Learning Intermediate 1mo ago
Correlation Matters More Than Most Traders Think #algorithmictrading #stockmarket #quantinsti
Mathematical Foundations
Correlation Matters More Than Most Traders Think #algorithmictrading #stockmarket #quantinsti
QuantInsti Quantitative Learning Intermediate 1mo ago
Why Top Bankers Are Quietly Warning About This Month's Crash
Mathematical Foundations
Why Top Bankers Are Quietly Warning About This Month's Crash
VP Motion Beginner 1mo ago
Reinventing Entropy | Compression is Intelligence Part 1
Mathematical Foundations
Reinventing Entropy | Compression is Intelligence Part 1
3Blue1Brown Intermediate 1mo ago
11. Variational Autoencoders (VAEs) Explained Clearly | From Basics to Latent Space & KL Divergence
Mathematical Foundations
11. Variational Autoencoders (VAEs) Explained Clearly | From Basics to Latent Space & KL Divergence
Professor Rahul Jain Beginner 1mo ago
How Precast Bridge Decks Are Reinforced & Built and inistalled 🤯🌉 #BridgeConstruction
Mathematical Foundations
How Precast Bridge Decks Are Reinforced & Built and inistalled 🤯🌉 #BridgeConstruction
KSSE Structural Engineers Advanced 1mo ago
We're reimagining Khan Academy for classrooms
Mathematical Foundations
We're reimagining Khan Academy for classrooms
Khan Academy Beginner 1mo ago
Shipping custom models at scale from fine-tuning to inference | BRK234
Mathematical Foundations
Shipping custom models at scale from fine-tuning to inference | BRK234
Microsoft Developer Intermediate 1mo ago
How to Organize Brainstorm Ideas Into an Action Plan
Mathematical Foundations
How to Organize Brainstorm Ideas Into an Action Plan
ClickUp Intermediate 1mo ago
Staircase time switches - the Elpa Family | #electrician #electrical
Mathematical Foundations
Staircase time switches - the Elpa Family | #electrician #electrical
Theben AG Beginner 1mo ago
Forget Massive LLMs: Why Small Probabilistic Models (GRAM, PTRM, LDT) Are the Future. Tech Review.
Mathematical Foundations
Forget Massive LLMs: Why Small Probabilistic Models (GRAM, PTRM, LDT) Are the Future. Tech Review.
Byte Goose AI. Beginner 1mo ago
PTE Speaking Score Distribution - Practice Plan #shorts #youtubeshorts #pte #ptespeaking
Mathematical Foundations
PTE Speaking Score Distribution - Practice Plan #shorts #youtubeshorts #pte #ptespeaking
Language Academy PTE Beginner 1mo ago
Hypothesis Testing Statistics in 60 Minutes | Hypothesis Testing in Data Science | Edureka Live
Mathematical Foundations
Hypothesis Testing Statistics in 60 Minutes | Hypothesis Testing in Data Science | Edureka Live
edureka! Beginner 1mo ago
Lesson 1: Sample Spaces & Events
Mathematical Foundations
Lesson 1: Sample Spaces & Events
DeltaTrend Trading Intermediate 1mo ago
AI in Action: Simplifying Space Optimization with OpenBlue Insights
Mathematical Foundations
AI in Action: Simplifying Space Optimization with OpenBlue Insights
Johnson Controls Intermediate 1mo ago
Black-Scholes doesn't "predict" anything
Mathematical Foundations
Black-Scholes doesn't "predict" anything
Roman Paolucci Intermediate 1mo ago
How to Derive Volatility Drag
Mathematical Foundations
How to Derive Volatility Drag
Roman Paolucci Intermediate 1mo ago
Is SEO actually dead? Not even close.
Mathematical Foundations
Is SEO actually dead? Not even close.
Casey Keith Advanced 1mo ago
Black-Scholes isn't a prediction model
Mathematical Foundations
Black-Scholes isn't a prediction model
Roman Paolucci Intermediate 1mo ago
Quant Portfolio Management and Volatility Drag
Mathematical Foundations
Quant Portfolio Management and Volatility Drag
Roman Paolucci Intermediate 1mo ago
AI killed the quant job applications
Mathematical Foundations
AI killed the quant job applications
Roman Paolucci Intermediate 1mo ago
Sharing a "trading edge" is not devastating
Mathematical Foundations
Sharing a "trading edge" is not devastating
Roman Paolucci Intermediate 1mo ago
Quant Derives Volterra Process Discretization #shorts
Mathematical Foundations
Quant Derives Volterra Process Discretization #shorts
Roman Paolucci Intermediate 1mo ago
No Limit To The LARP #quant
Mathematical Foundations
No Limit To The LARP #quant
DeltaTrend Trading Intermediate 1mo ago
Simulating Brownian Motion Paths #shorts
Mathematical Foundations
Simulating Brownian Motion Paths #shorts
Roman Paolucci Intermediate 1mo ago
Understanding Variance Swap Pricing #shorts
Mathematical Foundations
Understanding Variance Swap Pricing #shorts
Roman Paolucci Intermediate 1mo ago
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