ANALYST ACADEMY

Stand out in the seat: Master the analytical frameworks that top hedge fund investors actually use.

35 hours of self-paced core content  |  25 hours of supplemental guest speakers  |  Optional live office hours and capstone project

THe OLD model for analyst development:

Traditional finance education does not prepare analysts to professionally analyze investments day-to-day at a firm. There's no structured playbook and the demands of the job typically prevent PM’s and senior analysts from devoting time to the development of juniors.

The result is that even the most talented analysts are forced to learn by osmosis. It can take years developing frameworks that could have been built in months.

our method of analyst development:

The Analyst Academy accelerates analyst development by condensing years of learn-by-osmosis into a structured curriculum.

The best part? This course was built by real practitioners who have decades of buyside experience.

Built by buyside practitioners who've trained thousands of analysts

Fundamental Edge was built by experienced buyside professionals who have lived the learning curve and helped hundreds climb it faster. This isn't academic theory or sell-side research repurposed for the buyside.

Mandate coverage | Single-manager, multi-manager, long-only, family office, RIA, pension, SWF

Approach | Practical public market buyside frameworks used by market participants

Focus | Skills and outcomes, not credentials or theoretical knowledge

Brett Caughran

Brett brings 13 years of buy-side experience at Maverick, D.E. Shaw, Citadel, Bell Rock (fund launch), Two Sigma and Schonfeld along with experience teaching FIN 494 “the hedge fund analyst process” at Arizona State University. He founded Fundamental Edge in 2022 to help redefine training on the buy-side.

Founder and Lead Trainer

ANDREW CARR

Andrew brings ~7 years of buy-side experience at Balyasny, ExodusPoint, and Strycker View Capital, and years of experience coaching candidates to seats at single-manager, long-only and multi-manager firms. Having made a career change and changed firms several times, Andrew understands the challenge of recruiting and the benefit of guidance.

Analyst Instructor and Head of Enterprise Training
Analyst Instructor

Paul Johnson

Paul brings over 35 years of experience as an investor and business school professor. He is the founder of Nicusa Investment Advisors, an adjunct professor at Columbia and Fordham, and the author of “Pitch the Perfect Investment.”

How it works

STEP 1:

STEP 2:

STEP 3:

Enroll and start learning. As soon as you enroll in the course, you get immediate access to the entire library of prerecorded content: That’s 35+ hours of core content and 20+ hours of supplemental guest speaker sessions from luminaries from different corners of the market. The curriculum is fully segmented so you can jump in where you need help the most.

Engage and go deeper. As a part of the Analyst Academy, you will get 6 months of access to our live office hours sessions. These optional office hours sessions are where you can pick our instructor’s brains with live questions and follow up. All students will also be invited to participate in a mock pitch capstone project to test out what you learned and apply it through a real-world case study.

Stay connected. Once you sign up, you get a full 12 months of access to all the content (including the recordings of all the live sessions). This means whether you want to finish the course in 12 days or 12 months, you can work at your own pace and still go back to reference the material for a full year.

COURSE OVERVIEW

  • 1) Fundamental Foundations

    • Fundamental analysis importance in market economies

    • Myth of efficient markets and reality

    • Four reasons why markets are not efficient

    • Alpha load and forms of mispricing

    • Recipe: skills, process, sound judgment

    • Idea generation and 10% mindset

    • Role of process and judgment in forming belief

    • Voting machine vs weighing machine

    • Goal: Identify mispricings, harvest alpha

    • Pareto distribution and top performer challenges

    2) LIFE ON THE BUY-side

    • Buy-side primer: structure, roles, investment objectives

    • Limited partners (LPs) and their investment goals

    • Hedge funds: single-manager vs. multi-manager structures

    • Long-only funds: business model and challenges

    • Analyst role: idea generation to thesis development

    • Investment process: idea assessment to monitoring

    • Buy-side mindset

    • Leveraging information edge to generate alpha

    • Anatomy of a top-performing buy-side analyst

    • Creating a rigorous, repeatable investment process

    3) Thesis Development

    • Thesis-driven investing: a structured approach

    • Analyst's role: developing expertise and ideas

    • Coverage models impact thesis development latency

    • Nine-step thesis development process

    • Model construction: key tool for analysis

    • Structured due diligence: FEV framework

    • Identifying key drivers and differentiated insights

    • Constructing the thesis: key elements, delivery

    • Presenting the thesis: succinct, focused, humble

    • Idea maintenance: monitoring key drivers, catalysts

    4) Why Stocks Move Up and Down

    • Stocks move due to supply and demand

    • Market price: capital-weighted consensus of value

    • Drivers: fundamentals, expectations, valuation, non-fundamental factors

    • Stock price differs from business value

    • EPS growth, revisions, re-ratings

    • Focus Five framework: key business value drivers

    • Model linkage helps identify key drivers

    • Exceptionalism, perception shifts, narratives

    • Risk reduction and visibility impact valuations

    • Inflections and themes

  • 5) IDEA Generation

    • Efficiency: avoiding deep dives prematurely

    • Seeking mispriced stocks likely to have alpha

    • Compounders, exceptionalism, and change/confusion

    • Thematic investing: themes drive revenue and value

    • Pattern recognition from experience guides idea generation

    • FEV framework: fundamentals, expectations, valuation

    • Cyclical vs secular trends often misunderstood

    • Idea screening using multiple lenses and criteria

    • Ingredients of compelling ideas: mispricing and catalysts

    • Efficient idea vetting process with PM check-ins

    6) Buyside Modeling

    • The six reasons buy-side analysts build models

    • A step-by-step raw build: TSLA walk-through

    • Common modeling challenges

    • Bells & whistles: incr margin, 2-year stack & more

    • Understanding consensus & estimate revisions

    • Seven hacks for identifying variance vs. street

    • Mental frameworks for better forecasting

    • The three statements for stock pickers

    • What your PM is looking for in your model

    • The model & stock selection: NVST case

    7) Analyze a Business

    • Read 10-K, earnings calls, sell-side research

    • Build simple model, identify key drivers

    • Assess business quality, viability, momentum

    • Analyze unit economics and cash economics

    • Understand market expectations priced in

    • Develop bull, base, bear cases

    • Focus research on 3 key drivers

    • Evaluate management and capital allocation

    • Compare to peers on key metrics

    • Analyze catalysts and risk/reward setup

    8) Analyze an Industry

    • Learn industry through primers, experts, conferences

    • Develop universe tracker and comp sheets

    • Understand sector economics with industry P&L

    • Maintain coverage through regular blocking & tackling

    • Use model to identify inflections, catalysts

    • Connect dots between competitors and industry

    • Pursue both quick dives and deep dives

    • Long compounders with durable growth algorithms

    • Short melting ice cubes with structural headwinds

    • Pair trades can provide persistent alpha

    9) Management & CapitaL Allocation

    • Why management matters (and when it doesn’t)

    • A framework to evaluate management

    • Doing a deep dive on a management team

    • The obsession with corporate access

    • A structured management meeting process

    • The role of investor relations

    • Navigating an investor conference

    • Analyzing stock-based compensation

    • Five options for deployment of cash

    • Analyzing stock buy-backs

    10) Assessing Expectations

    • Stocks move based on expectations vs reality

    • Management guidance, sell-side estimates influence expectations

    • Price-implied expectations uncover market assumptions

    • Buy-side whisper reflects true market expectations

    • Assess positioning via ownership data, trading signals

    • Contrarian positioning can yield alpha but risks

    • Expectations gap: market view vs internal view

    • Differentiated, variant view key to generating alpha

    • Core debate, key drivers guide expectations work

    • Critical questions: situation overview, differentiation, monetization path

    11) Applied Valuation

    • Stock valuation based on discounted cash flows

    • Key approaches: DCF, multiples, normalized earnings

    • Multiples are shorthand for a DCF

    • P/E roll-forward approach

    • Choosing an appropriate multiple

    • Earnings power approach

    • Develop risk/reward framework

    • Disaggregate stock returns

    • Create scenario trees with weighted outcomes

    • Be aware of terminal value perception

  • 12) SHORT SELLING

    • Short selling basics and mechanics

    • Challenges and risks of shorting stocks

    • Shorting approaches: alpha, structural, event-driven, hedging

    • Identifying short ideas: fundamentals, expectations, valuation

    • Short alpha buckets and types of shorts

    • Importance of timing and risk management

    • Earnings season tactics for shorts

    • De-grossing: reducing exposure in tough markets

    • Quantitative short selection framework

    • Applying short selling mindset to long-investing

    13) EARNINGS SEASON

    • Earnings season drives outsized stock volatility

    • Expectations gap and catalyst framework explained

    • Preparing for earnings: previews, positioning, catalysts

    • Updating models and assessing results efficiently

    • Evaluating surprise factor and algorithmic shifts

    • Estimating upside/downside moves and risk/reward

    • Tactics for earnings day and beyond

    • Analyzing read-throughs and adapting expectations bar

    • Identifying spring-loaded and peak-on-peak setups

    • Reacting to prints and fading overreactions

    14) PITCH LIKE A PRO

    • Turn a promising idea into compelling thesis

    • Construct thesis using firm's preferred format

    • Key elements: summary, thesis points, risks, valuation

    • Tell a story with strong supporting data

    • Anticipate questions and prepare concise responses

    • Deliver pitch succinctly balancing confidence and humility

    • Follow up promptly on any open questions

    • Avoid thesis creep using a trading plan

    • Conduct pre-mortem and post-mortem using thesis document

    • When evaluating pitches, prepare to poke holes

    15) WRAPPING UP

    • Rank stocks using reward/risk and qualitative scores

    • Idea stack: long and short book rankings

    • Three-year double: EPS growth and P/E expansion

    • Risk management: VaR, quant models, event frameworks

    • MIC: market view, internal view, convergence

    • FEV: fundamentals, expectations, valuation for idea generation

    • Achieving ETIK, focusing on key drivers (KDs)

    • Communicate idea with structured pitch script

    • Portfolio construction balancing risk/reward

    • across ideas

    • Analyst progression: junior to "full stack" partner

  • You'll get access to 6 months of live office hours sessions. Although these sessions are completely optional, they are a great resource for those who want to tap into the knowledge of our experienced instructor base.

    Unable to make live sessions but still have questions? No worries! You can submit a question anytime in our mailbag and the instructors will answer if during the office hours session. We post the recordings to all the live sessions so you will be able to see what they said. 

  • For students who want additional support and feedback, the Analyst Academy includes feedback on a final stock pitch capstone project. This is where you can apply what you learned to a real-world case study and hear what the instructors have to say about your idea.

    Analyst Academy students also get one free 30 minute coaching session with Analyst Trainer Andrew Carr. Andrew has coached hundreds of students over the years, including multiple winners of the Perishing Square stock pitch competition. 

What you’ll walk away with

Think like a buyside analyst

Spot opportunities and assess upside/downside the way real investors do, not the way textbooks describe it.

Build repeatable frameworks

Stop flailing. Analyze with structure and confidence using frameworks that have real currency with professional investors.

Accelerate your timeline

Compress years of chaotic osmotic learning into months. Contribute faster, earn trust faster, advance faster.

Ask better questions

A strong foundation means your PM conversations move to higher ground. Sharper questions, more productive dialogue, less second-guessing yourself.

Monitor positions, not just pitch them

Learn how to track and manage stocks already in the portfolio, a skill most training programs ignore entirely.

Speak with authority

Discuss stocks and key value drivers with clarity in meetings, interviews, and PM conversations.

Who this course is for?

New buyside analysts

Analysts with 0-2 years learning the ropes and need help ramping.

Experienced Buy-Side Analysts

Looking for a refresher, or analysts struggling to meet demands of the seat.

Sell-Side Juniors

Looking for the buy-side approach to better serve their buy-side clients.

High Potential Career Switchers

The “Google Engineer” who wants to break into the buy-side.

High Potential Undergrads or MBAs

Looking to develop a skillset that will differentiate in interviews.

analysts across every major strategy trust analyst academy

Used by analysts across single-manager, multi-manager, long-only, family office, RIA, pension, and sovereign wealth funds.

Without a structured process…

  • You waste years spent building frameworks you could have had in months

  • Your development stays jagged and episodic

  • You're overlooked as expectations climb while your process doesn't

  • Credibility with your PM and team erodes 

  • Your self-belief takes the hit

  • Compounding earnings are delay by years

With analyst academy you…

  • Avoid learning costly mistakes the hard way

  • Advance your career instead of stagnating

  • Develop institutional frameworks that decision makers look for

  • Become a real investor instead of a hopeful observer

FAQ’s

  • Compiling disparate sources takes time and produces an inconsistent, non-repeatable framework. Analyst Academy gives you an organized, proven version. Built once, used forever.

  • The core curriculum is 35h and fully self-paced. Live sessions and guest speakers are optional. Engage on your own schedule. You have full access to all materials for one year from enrollment.

  • All live sessions are recorded. You can also submit questions via our mailbag and receive answers async.

  • Yes. Many of our students are firm-sponsored. Your firm may have a training budget for exactly this type of expense. Analyst Academy also accepts soft dollars. Email info@fundamentaledge.com for details.

  • Payment plans are available and displayed at checkout.

Ready to stop spinning your wheels and start thriving on the buyside?

Join analysts across every major fund mandate who are building the frameworks that earn PM trust and accelerate careers.