2024 reading list & reflections sambaiga.github.io/blog/2024…
Anthony Faustine retweeted
Exciting advancements in uncertainty quantification for the energy sector!
A recent paper from Portugal 🇵🇹 and Ireland 🇮🇪 titled “Conformal Multilayer Perceptron-Based Probabilistic Net-Load Forecasting for Low-Voltage Distribution Systems with Photovoltaic Generation” highlights the superior performance of conformal prediction compared to alternative methods like Bayesian approaches.
This research underscores the potential of conformal prediction to enhance forecasting accuracy, especially in the context of renewable energy integration.
#EnergyInnovation
#ConformalPrediction
I am speaking at ISF 2024: Dijon, France | June 30-July 3. Please check out my talk if you're attending the event! #ISFConf2024 - via #Whova event app
Our latest research co-authored with @alspereira & @njn , and accepted for publication in IEEE Transactions on Power Systems, suggests that well-designed,feedforward neural networks can effectively provide probabilistic net load forecasts. sambaiga.github.io/assets/pd…
Anthony Faustine retweeted
New video series: Physics Informed Machine Learning!
Physics may be embedded into AI/ML in 5 stages:
1 choose what to Model
2 curate training Data
3 design an Architecture
4 craft a Loss Function, and
5 implement Optimization Algorithm to train the model
youtube.com/watch?v=JoFW2uSd…
Anthony Faustine retweeted
Scrum is even worse for managing Data Science projects. I had to go through it once. An absolute nightmare.
Scrum is a cancer.
I've been writing software for 25 years, and nothing renders a software team useless like Scrum does.
Some anecdotes:
1. They tried to convince me that Poker is a planning tool, not a game.
2. If you want to be more efficient, you must add process, not remove it. They had us attending the "ceremonies," a fancy name for a buttload of meetings: stand-ups, groomings, planning, retrospectives, and Scrum of Scrums. We spent more time talking than doing.
3. We prohibited laptops in meetings. We had to stand. We passed a ball around to keep everyone paying attention.
4. We spent more time estimating story points than writing software. Story points measure complexity, not time, but we had to decide how many story points fit in a sprint.
5. I had to use t-shirt sizes to estimate software.
6. We measured how much it cost to deliver one story point and then wrote contracts where clients paid for a package of "500 story points."
7. Management lost it when they found that 500 story points in one project weren't the same as 500 story points on another project. We had many meetings to fix this.
8. Imagine having a manager, a scrum master, a product owner, and a tech lead. You had to answer to all of them and none simultaneously.
9. We paid people who told us whether we were "burning down points" fast enough. Weren't story points about complexity instead of time? Never mind.
I believe in Agile, but this ain't agile.
We brought professional Scrum trainers. We paid people from our team to get certified. We tried Scrum this way and that other way. We spent years doing it.
The result was always the same: It didn't work.
Scrum is a cancer that will eat your development team. Scrum is not for developers; it's another tool for managers to feel they are in control.
But the best about Scrum are those who look you in the eye and tell you: "If it doesn't work for you, you are doing it wrong. Scrum is anything that works for your team."
Sure it is.
Anthony Faustine retweeted
Say hello to the new @edu_blocks, our free block-based programming tool for learning text-based coding!
The new release has lots of exciting new features:
🧑🏫 Classrooms
📱 Mobile Browser Support
🧱 Brand-new Blocks
Read the blog here 👇
bit.ly/3OiV5cX
Anthony Faustine retweeted
Applications for the Ireland Fellows Programme for the 2024-2025 academic year are now open! The scholarship offers an opportunity to undertake a fully funded one-year master’s degree in 🇮🇪.
For more info on eligibility and to apply, visit: dfa.ie/irish-embassy/tanzani…
🇹🇿🇧🇮🇰🇲🇨🇩🇸🇨
Exciting times at CIRED (International Conference & Exhibition on Electricity Distribution) 2023 in Rome, Italy! 🇮🇹
Just wrapped up an incredible experience at CIRED conference in Rome. 🎉 This event brought together experts and innovators in distrib…lnkd.in/eKkWJBZi
Just watched Simon Sinek phenomenal talk on leadership and how it important for leaders to have empathy. Simon Sinek's believes that great leaders are those who have the ability to connect with others on an emotional level and und…lnkd.in/guXfMbcV lnkd.in/gdpx-MVz
Niall Cahill is #hiring. Know anyone who might be interested? lnkd.in/ez3K8eTQ
We (I and Suchandra Mandal) were delighted to have been invited to deliver a guest lecture at the University of Galway, Ireland on Artificial Intelligence (AI) and its potential for the future of power systems. During the lecture, we engaged with Master's…lnkd.in/ewudpKH2
Anthony Faustine retweeted
🎉 We are thrilled to announce the release of the latest version of mlforecast a #Python library for Scalable #machinelearning 🤖 for #timeseries #forecasting
🚀 This version comes with exciting new features that are sure to make forecasting even more efficient and accurate
🧵
Anthony Faustine retweeted
We are hiring: PhD position: Machine Learning for engineering (ML4ENG) lnkd.in/eJ-adF87
After working with amazing team at Irish Manufacturing Research,
I am happy to share that I’m starting a new position as Lead Data Scientist at Eaton!
I would like to express my sincere appreciation to all my colleagues and friends across IMR. Special t…lnkd.in/dNEdGb4m
Anthony Faustine retweeted
Hi, guys! My latest research paper with @alspereira and @njn is available in @Sensors_MDPI @MDPIOpenAccess. The paper shows promising insights for the integration of non-electric data analysis in load disaggregation problems. Check it out at mdpi.com/1424-8220/22/18/691….
New publication: Unlocking the Full Potential of Neural NILM: On Automation, Hyperparameters & Modular Pipelines. The paper I co-authored with Hafsa Bousbiat, @CKlemenjak, @alspereira, and @elmenreich has been published in IEEE TRANSACTIONS ON INDUSTRIAL…lnkd.in/dJEGsH6Z


















