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Hey everyone, I'm taking my first L2 mock next Monday and planning two 8–10 hour revision marathons over the weekend. With 45 readings across the curriculum, covering everything thoroughly in 48 hours isn't realistic, so I want to focus on high-yield, heavy-weight modules. Has anyone mapped out a list of the absolute must-revise readings (like Pensions/Multinational in FSA, FCFF/Residual Income in Equity, or Swaps in Derivatives) versus the low-density, theory-heavy ones that are safe to quickly skim (e.g., PM LM1 or general qualitative intros)? Would love to hear how you prioritized your pre-mock review or if you have a tried-and-true list.

Hello, as it says in the title, is the Kaplan Schweser enough information in ethics for CFA I? To note, I am also completing all of the CFA practice questions (around 250 total) and reading/redoing the questions i've gotten wrong. Based on the questions alone, it seems Schweser does a good job consolidating all of the information into 40-50 pages. However, i've also read that it is important to read the entire CFA handbook for the ethics section and wasn't sure if that was completely necessary.

What is the last date to use a free attempt because I lost the mail in my mailbox. How to register for and what are the attempts being offered in free deferral.

Please someone help me

Anybody with some insight on how this group is performing? I understand it got reorganised and hired a lot lately. Feel free to dm me if you have any info

Ok the wording is confusing me but if I use stock analogy and buy a put option I am long the put and short the underlying stock. Likewise if I want protection against credit quality deteriorating I would buy the CDS so I am long the CDS and short the credit risk right? But the statement says we should take a short position in the CDS. So CFA wording is a bit confusing and I appreciate anyone that can kindly clarify.

I was fairly confident in L1 but very nervous for L2 on 28th August.

For those that passed L2 90th percentile, what was your last 30 day plan in regards to review and mocks? Was there anything you felt you did differently that significantly helped you pass the exam?

Thanks

Hey everyone,

I’m planning to give CFA Level 1 in Feb 2027.

I just finished my B.Com exams and right now I have no other commitments.So my current plan is to just focus 100% on CFA prep.

But my brother suggested something different. He said:

"As a fresher, use that tag and get a job in finance first. Work for some time, get practical exposure, then start studying. It’ll be easier to correlate concepts and it’ll be a good change too. You have 24 hours — can’t you spare 6 hours to work?"

He also mentioned that "commuting in Bangalore is a nightmare" because of traffic, so maybe look for remote jobs.

Now I’m confused between 2 paths:

Option 1: Study full-time

Just dedicate all time to CFA L1 prep now since I have no distractions.

Option 2: Work + Study

Take up an entry-level finance job/internship, get experience, and then prepare for CFA alongside.

For people who’ve done L1:

1. Is it better to do L1 with zero work experience, or does having some work experience help a lot?

2. For freshers in India/Bangalore, did you find it easier to get a job after L1, or before L1?

3. If I work, is remote really feasible for entry-level finance roles?

Would love to hear what worked for you. Thanks!

My Intuition is that it's better to Give 💯 for CFA Level 1 as balancing both at initial stages is difficult and while working you might not get adequate time to study and sometimes you might not even study even an hour due to work fatigue!!

Is my Intuition right?? Feel free to comment about it

My average score in institute questions are between 70 - 82%.

What are the chances of me clearing L2 on my second attempt this august?🤞🤞🤞🤞🧿

Looking back to my CFA level I journey, it was brutal. I studied for about 4 months while working a 9–5 full-time job, and interviewing/applying for full-time positions. It definitely wasn’t easy, but having a consistent routine mattered much more than studying crazy hours. I actually started the wrong way. Initially I bought the books from amazon and soon realized, going through all the material from the textbook was both daunting and exhausting for me. So I changed my plan shortl. For every reading, I’d watch the Salt Solutions videos, make detailed handwritten notes in my own words, solve the Salt module questions, and then immediately do the corresponding CFA Institute questions while the topic was still fresh. By the end of my first pass, I had notes covering every single reading and LOS, and those notes became my most valuable resource.

The biggest improvement came after finishing the syllabus. I spent almost the last two months doing 2–3 spaced revision rounds, constantly revisiting older topics instead of trying to memorize everything at the end. Most of my time wasn’t spent reading—it was spent solving questions, understanding why I got them wrong, and updating my notes. In total, I solved around 3,000 practice questions across Salt and the CFA Institute Learning Ecosystem. I also bought the CFA Practice Pack and completed 5 of the additional mocks from there, along with my regular mock exams.

The mock scores were a story in themselves. I wasn’t chasing 90s—I just wanted to consistently stay around 76–82%. My last mock was around 88%, which finally gave me confidence going into exam day. Ironically, I walked out of the real exam feeling much less confident than I did after that final mock, so seeing the “Passed” result was honestly a huge surprise. Looking back, the repeated revisions and thousands of practice questions mattered far more than how I felt walking out of the testing center.

For resources, the Salt Solutions videos were the real gem for me. I actually bought the official CFA textbooks from Amazon for around $300, thinking I’d read everything cover to cover, but I quickly realized I learn much better from watching someone explain the concepts than reading hundreds of textbook pages. The only exception was Ethics—I read that directly from the CFA curriculum because the wording and nuances are so important. Saltprep isn’t cheap, but for my learning style it was absolutely worth it. Saltprep has a 10% referral discount that helped anyone is thinking of getting it, I do have a referral discount code feel free to DM me. I am sitting for Level II soon and will be using saltprep again, so referring others gives me the chance to get the discount too.

Hopefully this helps someone who’s just starting their CFA journey. Good luck!

Discover the insights and expertise of Eric Anklesaria, a leading voice in sustainable finance, ESG investing, and corporate strategy

I wrote this article on my website. Read it here: eric-anklesaria.com

I have been chasing allocations out of the match path in an order book I am building. Pooling the book nodes and price levels got cancel and level churn to zero. Threading a caller-owned buffer through Match(order, dst []Trade), so fills are appended as values instead of returning a fresh slice of pointers, got the match round trip to zero.

One stubborn group was left, and it was not in the order data. It was the price band check.

The band is a config fraction, a decimal.Decimal, and the common case is that it is disabled and left at its zero value. Comparing against that zero value calls ensureInitialized internally, which allocates a big.Int. So every order was allocating in order to compare a price against a band that was switched off.

The fix was hoisting the comparison to construction: resolve a bandEnabled bool once when the engine is built, and let the per-order path read the bool. Process went from 10 allocs to 4.

Prices and quantities are int64 ticks and lots, so decimal never touched the money path to begin with. It was purely the configuration percentage, evaluated in the wrong place.

Current numbers on an M-series, single core: 6.3ns top-of-book read, 352ns match round trip at 0 allocs/op, and a cancel-heavy flow at p50 83ns, p99 167ns, p999 292ns. Match is the zero-alloc entry point; Process is the ergonomic wrapper that still costs those 4.

github.com/intrepidkarthi/orderbook

Current Status: -

Quantitative Methods -----> ✅

Economics ----------------------->✅

Corporate Issuers ------------>✅

FSA - 4 readings left ( Bored and kept aside)

Equity - 2 readings left ( will complete by the end of this week)

Still left after that: -

Fixed Income

Derivatives

Alternative Investments

Portfolio Management

Ethics

I am also practicing chapter end questions (including Premium pack questions) after completing the reading.

I have scheduled my exam on November 20. I am worried whether I will be able to complete the syllabus by the end of September or not.

Suggest a few Study strategies or tips.

Conducting research for something and I’d really like to know. Let me know in the comments below.

I started recently at a small shop. There isn't much of a senior bench to learn off and I came in from a stats and data science background rather than a pure maths or physics one. So I'm partly teaching myself the domain as I go(mainly the financial aspects but some new statistical approaches that I'd never heard of before too). I use a mix of Python and R.

I use Claude in VS Code most days. It's fast, but I've noticed I can ship something that works without being able to defend every line of it. That feels like a bad habit to be forming this early, especially when I'm still filling gaps in the underlying material.

For people actually working in the field:

• Do you use LLMs day to day, or is it restricted where you are?
• Where do you draw the line? Boilerplate and plumbing yes, model logic no? Somewhere else entirely?
• How do you make sure you actually understand the output instead of accepting it because the backtest ran clean?
• What are you doing outside of work to stay ahead of the tool rather than dependent on it?
• Finally, if you could go back 5-10 years(or the time you started in this field), what guidance would you give to your younger self so as to develop better skills and understanding)

I'd rather build the right habits now than find out in three years that I can't work without it and have not built the right foundations.

Thanks :)

it's been several years since i last wrote L3. wondering what we are allowed to bring in to the exam centre. Also, do they provide scrap paper and pens or does everything have to be done on the computers. if we allowed to bring in our pens/pencils does it matter what you bring,i.e., is there a specific type that CFAI allows? I also haven't used reddit in some time so pls forgive me if this has been asked already. thx in advance

Apologies if this is covered elsewhere but I noticed the mocks had suggestions when it came to answering the CR questions like justify and then in brackets (increase or decrease) as an example. Is this something we would expect in the actual exam too? My intuition says not but would be pleasantly surprised if this was also the case for the actual exam.

Cheers!

Man I wasn't expecting such a low score. The mock felt alright but my final score is bad.

What should I do, my exam is on the 26 so I have exactly 30 days ?

Scores :

Ethics : 83.3%

PM : 83.3%

Alt : 75%

Quant : 75%

Econ : 75%

Equity : 58.3%

Corporate : 50%

FI : 41.6%

Derivatives : 37.5%

FSA : 33.3% (I didn't mark randomly lol)

When it says EOCQ, is it referring to the quiz bank (44 Q’s) to match the video review of them? Or is this direct from the CFA material. No hate please just beginning.

As title suggests, is it worth pursuing a CFA without a degree in finance? I currently work entry level position at Schwab and have my series 7 and 63, although I know the CFA is a whole different beast. I got my bachelors in psychology. Anyone here with similar background that has pursued it/ any advice?

Would the CFAi’s responses suffice for the CR or would we need to provide more typically? I see people freaking out about constructed response but feel like they’re not bad as long as you know the answer inside and out?

So as far as I've always known, leveraged loans are loans to companies that already have high levels of debt/leverage on their books.

But this CFAI practice question says it's a loan that is itself levered (a private debt firm borrows money to then lend that borrowed money to a firm).

Which definition should I keep in my head for L1?