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Owned by Spyros

Energy Data Scientist

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This community provides the Energy Data Scientist training program to help you build and maintain expertise as an Energy Data Scientist.

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127 contributions to Energy Data Scientist
Data Science + ML + Optimisation Careers
Can you share some combinations of Online Courses to take, for the career pathway of Data Science for Energy and/or ML for energy and/or Optimisation for energy?
0 likes • 9h
Start with the foundations: Begin with 1.1 (Essential Python) and 3.2 (VS Code), then move to any data analytics course in Track 1 , you need these basics before anything else. Then for Data-to-ML pathway: Complete 1.5 (Energy Storage Data Analytics) or 1.6 (Power-Station Data Analytics) first, then apply what you've learned in Track 2's forecasting courses.
0 likes • 9h
I agree
Energy Industry Report: Solar PV Companies in China --> Battery Storage
A new report has been uploaded in the Classroom section (6.2 - Industry Reports). The report focuses on Chinese companies that manufacture solar Photovoltaics. These companies are now expanding into the battery storage business. So far, they were only selling/manufacturing solar Photovoltaics. However, battery storage is exponentially growing in China and globally. The opportunities are massive for profitability. Chinese solar panel makers like Longi, Trinasolar, and JinkoSolar have made billions selling solar Panels. Solar power has grown so fast that electricity grids can't handle all the electricity being produced during sunny hours. The demand for battery storage is growing exponentially. So, these companies are now moving into combined solar-and-battery systems. So, they keep the solar business, but they also add battery development. This leads to cost reductions and increases their profitability. For the full analysis, visit Classroom → 6.2 Industry Reports. This report has been written based on the following sources below, which are available only if you have subscribed to them (e.g., Financial Times, Wall Street Journal, etc.). However, since you are a subscriber to this Skool community, I bring you the key points from these developments, without you having to subscribe to them. And: you get additional important details not included in the original articles. Sources: [1] Financial Times: https://www.ft.com/content/fb8d1b58-96fd-40af-803c-41fe87cab4f9 [2] The Economist: https://www.economist.com/special-report/2025/11/03/how-china-sparked-a-rooftop-solar-revolution-in-pakistan [3] Wall Street Journal: https://www.wsj.com/world/china-renewable-energy-paris-climate-accord-ff123bfc
Free Publication
A new journal by Elsevier accepts Energy publications. So it is free of charge. If anyone wants to collaborate , maybe we could send a publication there. They are free of charge until 2027. After that, it is 3000 USD from what it says. It says "Transformative Energy: Hydrogen, Fuel Cells, Energy Carriers and Storage is an international, multi-disciplinary journal focused on hydrogen energy engineering and research. It aims to be a leading platform and an authoritative source of information related to clean hydrogen production with low energy consumption, high-density storage, secure transportation, and system-level integration. The journal focuses on green fuels of hydrogen and hydrogen carriers (such as ammonia, alcohols, alkanes etc.) and their applications in future sustainable energy systems. The journal welcomes papers on energy planning and management for hydrogen energy systems (such as fuel cells, water electrolysis, photoelectrochemical water-splitting etc.) along with their components, equipment, and infrastructure. It also publishes research for efficiency enhancement, performance optimization and operation control in hydrogen energy system. Hydrogen energy conversion, storage, and transport processes through experimental, analytical, numerical, and AI-assisted approaches are also within the journal’s scope. Hydrogen safety, policy, and economic assessments are within the context of the broader multi-disciplinary scope of Transformative Energy: Hydrogen, Fuel Cells, Energy Carriers and Storage". Here is the link: https://www.sciencedirect.com/journal/transformative-energy?lid=k9z8uneb0p6r&utm_source=braze&utm_medium=email&utm_campaign=STMJ_281677_CALLP_OANJLPRE&utm_content=3be1e016-162f-48c5-85d2-08d66bd43056&utm_term=3be1e016-162f-48c5-85d2-08d66bd43056_281677_CALLP-OANJLPRE_SCO-INT_NOAB_SINGLE_ALL&DGCID=STMJ_281677_CALLP_OANJLPRE
0 likes • 3d
Thank you looks interesting. Elsevier is well respected.
New video on Quantitative Finance (Energy/Oil): Risk Free Rate
In the Classroom, a new video has been added to the online course 5.20. This is a quantitative finance (energy) course with a focus on Option Contracts for crude oil. This video explains the concept of risk free rate in this context. We need to learn what the risk free rate is because later in the code (in a future video) we will use the risk-free rate for finding the price of the option contract. Every option contract has a 'price' which is known as the 'premium', which we evaluate (later on) using Black Scholes. An input parameter in Black Scholes is the risk-free rate. The video explains that to find the risk-free rate we need to first check what our Option Contract is priced at. So, it is priced in US dollars because the Crude Oil is priced in US dollars. Therefore we look at the United States. Then we need to find the time-to-maturity. In our case, the Option expires 1 month from today. This is the example in our code. With this information , we use our financial source like Bloomberg. And we check the 1-month yield of the U.S, Treasury Bill. The US Government has zero risk of default (going bankrupt). Ofcourse In the real world, nothing is truly zero risk. But this is the assumption, which is widely accepted in finance. A numerical example explains what our return will be one month after we invest in this zero-risk investment vehicle.
Industry Report: China's coal strategy
I have just uploaded a new report in the Classroom section (6.2 - Industry Reports) looking at why China still relies so heavily on coal, despite building lots of solar panels and wind farms. China's electricity grid was built for coal, not renewables so it can't actually use all the solar and wind electricity being produced. The report shares some statistics about the electricity from renewables in China. Also some important details about China's electricity grid. This report is based on the following Financial Times article: https://www.ft.com/content/cb957209-f2e7-4aa5-8e1e-fbb9e10b371a If you're not subscribed to the Financial Times, unfortunately you won't be able to read the original article. However, as a subscriber to Energy Data Scientist, you get access to the key points from this Financial Times article PLUS some additional important details from my own experience in the energy sector. (There is still a Black Friday 35% discount for Premium / VIP subscriptions. You lock-in the price you started with for life. The price never increases for you. I am adding new content such as online courses, so it makes sense to increase the price, but for you it will always stay the same. So start today. ).
1 like • 5d
@Tak Sato Yes they opt for energy security .
1 like • 5d
@Kahu Ngata It is extremely large.
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Spyros Giannelos
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PhD in Energy, Imperial College London | Author of over 40 publications | 1000+ citations | Energy Consultant in $50m+ energy projects

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Joined Aug 20, 2024
London, U.K.