CFA Program Practical Skills Module: Python, Data Science and AI
From CFA Institute
What you'll learn
You write Python to collect and wrangle financial data, engineer features for machine learning, forecast with machine and deep learning models, and apply natural language processing to financial text.
- Python programming fundamentals review
- Data collection, wrangling and feature engineering
- Financial forecasting with machine and deep learning
- Natural language processing in Python
Source: the provider's official page ↗
Is this right for you?
- Level
- Advanced Experienced professionals ready for a senior credential.
- What you get
- Hands on skills you can use right away. No certificate, so the proof is what you do with it.
- How you learn
- Online, self paced, about 10 to 20 hrs.
- How to use it
- Turn it into proof: use the skill on one real task at work, put the result on your résumé, and lead with that story in interviews.
- Why it's worth it
- Real skills you can put to work right away. Use them on the job, show the results, and you have a story that beats a stack of certificates.
- Time
- 10 to 20 hours.
- Before you start
- CFA Program Level II candidate. Basic Python familiarity and the Level II Machine Learning reading are recommended.
- How you are tested
- Online, self paced, through the CFA candidate login.
- Renewal
- None.
- Full cost details
- No separate price published; available to CFA Program candidates, whose exam fees start from $1,140 per level.
- Where it applies
- Online for CFA candidates worldwide.
Sources and what we verified
CFA Institute module page: units, 10 to 20 hours, Level II availability ↗CFA Program dates and fees: exams from USD 1,140 ↗What we verified: The page links to a candidate login and says it is available for Level II; it does not say non candidates can buy it. CFA Institute's standalone Data Science for Investment Professionals Certificate was not listed because its store page now redirects to the all programs page, which no longer shows it.
Fees and eligibility can change. Confirm current terms with the issuer before you pay.
Also listed for: AI for Accounting and Finance, AI for Financial Advisers and Investment Analysts