SoloQuant Flagship Program Early Bird · $420 USD (Save $379) · Sep 1–Dec 1, 2026 · Launch Jan 1, 2027 →

SoloQuant Academy

Short evening lessons for people who work. Quant trading, Python, data, systems, architecture.

Information Hub Student Portal Privacy Policy Terms & Conditions

Academy notes

Information Hub

Articles and updates from SoloQuant Academy.

Tag: python

pythonmarimojupyternotebooksafter-workgitpandas

Top 5: Marimo vs Jupyter for your after-work notebook

Five verified contrasts—execution model, file format, hidden state, deploy, ecosystem—plus a 45-minute pandas→marimo→git diff exercise for after-work Python learners.

python

backtesting

vectorbt

nautilus

lean

after-work

working-professionals

Top 3 backtest engines for 2026: VectorBT, NautilusTrader, and LEAN

After-work architecture choice: VectorBT for research sweeps, NautilusTrader 2.0 for live-aligned fills, LEAN for cloud multi-asset. Not a remake of the five-tool stack or the look-ahead article.

pythonexcelcopilotafter-workevening

Excel Copilot Python vs real Python: 5 differences (2026)

Five verified 2026 differences between Excel Copilot Python (cloud, Anaconda, the sheet) and a portable .py file. For bank, insurance, finance, and ops analysts who live in Excel by day.

pythonduckdbafter-workparquetsqleveningdata-analysis

DuckDB 2.0 this autumn 2026: laptop SQL, or another engine?

Official DuckDB v2.0 preview (17 Aug 2026): new parser, storage, and server mode. After-work analysts on CSV/Parquet should stay in-process, pick 1.4 LTS vs 1.5 from the calendar, and back up before 2.0. Spark is not required.

pythonafter-workAI-agentseveningworking-professionals

Top 10 AI agent tools for after-work Python, data, and first quant steps (2026)

Ten verified 2026 coding-agent tools for after-work Python and first data/quant steps. Not a ranking. You still run a real .py file.

pythonafter-workworking-professionalseveningtools

Top 5 tools to know before a quant course (after work, 2026)

Five free official tools before you pay for EPAT, CQF, or an agentic bootcamp: CPython, VS Code, Jupyter, pandas, Git. After-work stack for employed HK learners — skip the credential until a .py file runs.

pythonhong-kongeveningworking-professionalscredentials

HKU SPACE, WQU, CQF and EPAT: hours on the calendar vs after-work short lessons

Autumn 2026 credential calendars for employed people — SPACE modules, a free WQU master’s at 20–25 hours a week, EPAT, CPF, CQF. Pick on format and hours. SoloQuant is short after-work Python; it is not a CEF diploma.

pythondata-analysisafter-workworking-professionalsAI

Will AI replace data analysts? After-work Python for the work that stays

AI will not fully replace data analysts. Agents can query and chart, but not decide the question. After-work Python for the job you already have.

pythonbacktestinglook-aheadresearchevening

Why AI-written backtests leak look-ahead — and why that equity curve is not a strategy

Generated backtests often fill at a price you already knew, or use tomorrow's close. QuantConnect closed a stale-price loophole on daily and hourly data for that reason. After work, the skill is point-in-time Python — a pretty curve is not a strategy.

pythonquant-educationagentic-aieveningworking-professionals

The 2026 quant-education market is pitching Agentic AI as the enrollment hook

Quantra, QuantInsti EPAT, and CQF are selling longer credential and bootcamp products around Agentic AI. SoloQuant is different: after-work short Python so you stay competitive in the job you already have.

pythonhong-kongworkplace-aiafter-workworking-professionals

No time to learn AI? What HKUST’s workplace survey actually shows

HKUST found 72.7% of Hong Kong employees use AI weekly versus 31% globally. Most were never trained; most stay on ChatGPT-style drafting, not data analysis. The practical barrier is time. Here is what one after-work Python sitting actually is.

pythonpandaspolarsdata-analysiseveningafter-work

Pandas 3.0 Copy-on-Write vs Polars after work

Pandas 3.0 made Copy-on-Write default. Chained assignment can fail silently. Patch pandas tonight; keep Polars for big ETL, not a stack rewrite.

← Previous

Page 32 of 33