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Quants Hub Course Listings:
Machine Learning, AI & Data Science

Python for Data Science and Artificial Intelligence by Paul Bilokon

Big Data, HighFrequency Data, and Machine Learning with kdb+/q by Jan Novotny & Paul Bilokon

Data Science for Finance: Quantitative Trading Strategies by Nick Firoozye

Data Science for Finance: Algorithmic Trading Strategies by Nick Firoozye
Programming Languages

A Look at QuantLib Usage and Development by Luigi Ballabio

Python for Finance by Yves J. Hilpisch

Advanced C++ Design and Implementation in Quantitative Finance by Nick Webber

F# and Functional Programming in Finance by Tomas Petricek

Matlab – An Introduction for Financial Applications with Jörg Kienitz

Mathematica / UnRisk by Michael Aichinger

R in Finance by Joris Meys

Algorithmic Differentiation (AD) for Computational Finance: Introduction by Uwe Naumann
Fundamental Review of the Trading Book
Interest Rate Modelling

Advanced Interest Rate Modelling (Part 1) by Pat Hagan

Advanced Interest Rate Modelling (Part 2) by Pat Hagan

Modern Interest Rates with Collateral, Funding and Credit Risk (Part 1) by Marco Bianchetti

Modern Interest Rate Modelling with Collateral, Funding and Credit (Part 2) by Massimo Morini

ADI Schemes for Pricing Options under the Heston model by Karel in't Hout

Pricing Options via Fourier Inversion & Simulation of Stochastic Volatility Models by Roger Lord
Risk Management

Theory and Practice for the Simulation of Credit Risk by Norddine Bennani

Liquidity Risk Management (Part 1) by Antonio Castagna & Francesco Fede

Liquidity Risk Management (Part 2) by Antonio Castagna

Bank ALCO Governance and Process BestPractice by Moorad Choudhry

Bank Internal Funds Transfer Pricing and AssetLiability Management by Moorad Choudhry

Bank Liquidity Risk Management by Moorad Choudhry

Bank Strategic AssetLiability Management by Moorad Choudhry

Managing Bank Treasury and ALM during the Coronavirus Stress Impact by Professor Moorad Choudhry
Fintech

Bitcoin: the Distributed Public Ledger Revolution and the Future of Money by Ferdinando M. Ametrano

QuanTech Conference Videos
XVA & Counterparty Risk

XVA Master Class by Massimo Morini

Theory and Practice for the FVA by Alexander Antonov

Counterparty Risk and Funding: A Tale of Two Puzzles by Stéphane Crépey & Tomasz R. Bielecki

Counterparty Risk and Funding (Part 1) by Stéphane Crépey

Counterparty Risk and Funding (Part 2) by Stéphane Crépey

Pricing Derivatives in the New Framework: OIS Discounting, CVA, DVA and FVA by Luis Manuel García Muñoz

Valuation Adjustments: Pricing and Risk by Andrea Prampolini

Collateral Optimization in Light of Credit Risk Regulation and Clearing by Dmitry Pugachevsky

Counterparty Risk, CVA and Basel III by Harvey Stein

Long Term Portfolio Simulation for CVA, Funding, Limits, and Capital by Alexander Sokol
Inflation Modelling
Equity Modelling

Advanced Equity Derivatives (Part 1) by Oliver Brockhaus

Advanced Equity Derivatives (Part 2) by Oliver Brockhaus
Monte Carlo

Monte Carlo Simulation in Finance (Part 1) by Jörg Kienitz

Monte Carlo Simulation in Finance (Part 2) by Jörg Kienitz