Conf42 Python 2023
| title | author | length |
|---|---|---|
| Premiere - Conf42 Python 2023 | 13m | |
Collection of short practical pieces that state methods and show working code: a concrete decision guide for time series databases vs. plain stores, live demos… | ||
| Time series database: Should I use one? | Anais Dotis-Georgiou | 23m |
InfluxDB is pitched as a time‑indexed engine for high‑ingest telemetry — used by Tesla Powerwall, Nest, Disney+ and Rappi — with over 550,000 deployments and… | ||
| Protecting Sensitive Data and Machine Learning Models | Justin Patriquin | 21m |
Shows a working pipeline that encrypts data, deploys a Python ONNX ResNet model into AWS Nitro enclaves via Cape, and runs predictions with attestation and… | ||
| Great Security Is One Question Away | Wiktoria Dalach | 24m |
Argues that asking a single CIA question — how can confidentiality, integrity or availability be broken — converts endless vulnerability lists into concrete… | ||
| Run Fast! Catch Performance Regressions in Python | Everett Pompeii | 18m |
A calendar API adds a simple fizz/buzz/fizzbuzz feature and then a naive Fibonacci check that pushes endpoint cost from ~0.1s to much higher at scale; local… | ||
| How To Generate Test Data for Your Database Project | Mario Garcia | 27m |
Generates reproducible test rows with Faker + pandas pipeline, writes to MySQL/Postgres via pandas.DataFrame.to_sql and to MongoDB via insert_many, and ships a… | ||
| Practical Pipelines: Houseplant Soil Alerting System with ksqlDB | Danica Fine | 53m |
A home system wires I2C capacitive moisture sensors into a Raspberry Pi and streams Avro-encoded readings to Confluent Cloud Kafka, enriches readings with… | ||
| One Platform Product for All: A Revolution | Hila Israeli | 15m |
One platform unifies account and user management across geographically isolated product regions by building a global identity service on OCTA IDP + OpenID… | ||
| gRPC in Python. Build fast scalable APIs for your services | Aditya Mattos | 27m |
Overview of a concrete Python gRPC setup: defines a single protobuf service Reader with a greet unary method, compiles it with protoc into Python stubs using… | ||
| PyO3: Rust 💚 Python | Moshe Zadka | 15m |
Implements a Rust counter that checks whether a character appears at least N times with optional newline and space resets, exposes it to Python as a pyclass… | ||
| Building interactive reports in Streamlit with ipyvizzu | Peter Vidos | 38m |
Open-source ipyvizzu plugs an animated C++/WebAssembly chart engine into Streamlit so apps call a single animate method (data, config, style) and charts morph… | ||
| Building an IoT Monitoring App with InfluxDB | Anais Dotis-Georgiou | 28m |
Builds a working Plant Buddy app that ingests four sensor streams (temperature, humidity, light, soil moisture) with a Particle microcontroller, writes points… | ||
| Build prod ML systems with feature /training /inference pipelines | Jim Dowling | 36m |
Argues monolithic ML pipelines fail and shows a Python-first refactor into feature/training/inference (FTI) decomposition with concrete code… | ||
| Using Python to Build Applications for Language Learning | Michael Wehar | 12m |
A multi‑platform app called Word of the Hour posts a vocabulary item hourly across web Android iOS Roku Slack Fire TV and Electron and uses Python for three… | ||
| Build ML Enhanced Event Streaming Apps with Python Microservices | Timothy J Spann | 34m |
Apache Pulsar is shown scaling elastically with decoupled storage and compute, 8 data centers full‑mesh geo replication, and a thriving community (600+… | ||
| Data science and machine learning in wastewater intelligence | Alex Smolyak | 18m |
Kando deploys custom and off-the-shelf sensors plus a lab-sample database and open data to detect and classify pollution events, using a three-step pipeline… | ||
| Level Up Your Technical Career by Writing | Lauren Schaefer | 29m |
Answering one question a day on product forums and writing company blog posts leads to measurable visibility: reputation climbs into the top 1%, colleagues and… | ||
| Consulting for Introverted Developers | Matt Harrison | 23m |
Consulting for introverted developers focuses on concrete moves: form an LLC and accountant for tax and liability, use a health‑insurance broker, and list… | ||
| Automate your CloudOps and Spend Less Time Doing Operations | Doug Sillars | 24m |
Claims a 55% developer time drain from ops and shows concrete automations built with unscript on Jupyter notebooks and runnable from Docker. Demonstrations… | ||
| Tips and tricks for data science projects with Python | Jose Manuel Ortega | 27m |
Read the abstract ➤ https://www.conf42.com/Python_2023_Jose_Manuel_Ortega_tips_tricks_data_science_projects
Other sessions at this event ➤… | ||
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