List of Topics
We offer a large scope of trading-related topics. Dependent on the needs of your business unit / team – we can assemble a suitable session. Some inspiration from the past:
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For a national regulator, we hosted a 3-hour session on Algorithmic Trading. Aim was to highlight risks of non-compliant behavior, whether intentional or unintentional
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At a Dutch university, we held a 1.5-hour lecture that supported the quantitative finance course from the practical side: how are derivatives traded in practice?
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For a market participant, we regularly train non-trading employees all ins and outs regarding their core business
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For a crypto firm, we assembled a state-of-the-art full week intense derivatives course
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For an exchange, we are currently assembling a half-day session on market misconduct
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Below is a rather exhaustive list of topics that could be formed into a (series) of session(s).
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Topics (Novice)
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Financial Markets & Market Making
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Landscape of Capital Markets
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Market Participants and an overview of Assets traded
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The Economic Cycle, Central Banks and economic Macro-Figures
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Detailed overview of Trading Firms (versus other Financial Institutions)
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Detailed explanation and gamified sessions on Market Making Dynamics
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A selection of (card) Market Making Games
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The Order Book
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Order Book dynamics
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Order Types, joining & diming
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Non-compliant order entries and behavior
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Auction dynamics
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Forward Pricing:
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Difference Spot vs Forward: F=S+i×S×τ
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Introduction to Dividends
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Single Stock Futures + scenarios
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Arbitrage Trades & realistic boundaries
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Rolls and EFPs (Exchange for Physical
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Option Pay-Offs
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Vanilla Option Pay-Offs
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Option structures (strangles, condors, ..)
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Reasons why market participants trade options
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More Topics (Intermediate / Starting Professional)
Synthetics / Lifetime of an option:
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At expiry, C - P = S - X. This leads to put-call-parity
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Dividends and Options
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Synthetics, Jelly Rolls and Boxes
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Factors driving the price of a single option
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Intuitive session on inputs of an option (and that these aren’t static)
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Introduction of Time Value + Intrinsic Value
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Delta/Gamma:
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Three intuitive definitions of delta
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Introduction of gamma
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Profit-and-Loss calculations: PnL = 1/2 * gamma *move^2
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Delta-hedging, hedging strategies and scenarios
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CashDelta and CashGamma
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Greeks: Volatility/Theta
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Realized and Implied Volatility
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“vol-16 means average daily move of 1%” + all subtleties around this statement
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Theta formula (OTM, ATM theta vs strike graphs)
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Gamma/theta ratio
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Winddown schemes: how does time run out?
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Greeks: Vega
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Vega drawn versus strike, volatility and time
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Vanna and Volga
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Weighted vega
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“Rapid Greeks” sessions: structures and their Greeks
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Greeks: Rho
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Callrho and Putrho, synthetic and boxes revisited
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Asymmetry of rho
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ATM-straddle
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Introduction to Black-Scholes
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ATM-straddle approximation Y(ATM) = 0.8 * S * σ * t^0.5
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ATM Greeks through Black-Scholes
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ATM-straddles for given products
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Modeling Volatility
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Volatility depends on strike, time and forward
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Existence of Skew and Smile (the volga-argument)
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Ways of modelling volatility
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Basic parametrization
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Skew
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Greeks change the moment we introduce skew
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Scenarios under long/short skew
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Charm will kick in under different skew scenarios
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Advanced topics
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​Short Stock/Borrow Rate
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Synthetics are not symmetric, since there is borrow rate when short stock
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Market participants look at short stock rate
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Implications of being very short (long) stock
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Early Exercise + American Options Pricing
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Binomial Pricing
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Early Exercise conditions and realistic scenarios
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Scenarios where an option should be abandoned/contra-exercised
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Borderline Calls, American Boxes and Dividend Gamma
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Corporate Actions:
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Trading Rights Issues
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Trading Scrip Dividends
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Dividend Tax
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Expiry for single stocks
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Different ways options expire (physical, cash)
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The irrelevance of the Greeks during expiration
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Forward Vols & Events
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Term Structure
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Forward Volatility
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Base Volatility
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Two common ways of pricing events
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Options on Index Futures
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Base offset
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Expiry
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Broker Trading
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Explain the existence of the IDB (interdealer broker) market
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Key aspects of broker (voice) trading
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Technical details of the voice market
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Other activities
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Workshop Risk Management:
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Assessing risks through a few hypothetical Books
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Black-Scholes Pricing Workshop:
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Go over all assumptions in B-S pricing and check if these are unavoidable in reality
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Building a pricer in Python (at best Excel)
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Tweak model for stochastic vols, proportional dividends etc.
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Workshop Compliance:
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The aim of the workshop is to make participants aware of how derivatives can be used to avoid paying dividend tax/dividend stripping and other ways of non-compliant behavior
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Workshop Algorithmic Trading:
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A session where algorithms are central: what are benefits and risks? What types of algorithms exist?
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Career Orientation:
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Detailed overview of what to look for when entering a job in finance
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Qualifications required to enter
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What to expect during interviews, spring weeks, summer internships and grad programs
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