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Energy Data Scientist

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16 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 • 5h
Well, grid planning sequence , which I recommend includes 4.34+ 5.4+ 5.14.
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
0 likes • 3d
The fact that battery storage is predicted to grow faster than solar itself shows just how critical energy storage has become.
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
I had very positive experiences with Elsevier/Sciencedirect journals. So this specific journal, which is free, will be a nice opportunity for collaboration..
New Industry Report on Natural Gas Prices November 2025
A new industry report has been uploaded. You can find it in the Classroom, at 6.2. This report is about European gas prices. It mentions that they have dropped to their lowest level in 18 months, falling below €30 per megawatt hour. The report identifies 3 key factors that have caused this drop. One has to do with traders' expectations about the war in Ukraine. Another has to do with the temperature in Europe this winter. A third factor has to do with the shipping costs of LNG from the U.S. This report is valuable for anyone looking to understand how geopolitics, weather, and global shipping affect energy prices , whether you're an aspiring energy trader, an investor tracking commodity markets, or simply someone who wants to understand market dynamics .
1 like • 8d
Dr, thank you very much. Yes long-term the prices may soon rise again. There seems to not be peace anytime soon.
Option Contracts for Crude Oil
A new video has been added to the online course 5.20 in the Classroom. This video explains what an option chain is. An option is a contract that gives its owner the right to buy or sell an asset (it is called 'underlying asset') such as WTI crude oil (in this example) at a fixed price (called 'strike price') by a certain date when the option expires. The underlying asset is WTI Crude in this case . WTI stands for West Texas Intermediate. It is the main crude oil benchmark in the United States. When you hear "oil prices" in American news, they're usually referring to WTI. Crude oil is unrefined petroleum extracted from the ground. Its spot price is $78.5/barrel. The spot price changes every second. An option chain is a set of options having the same underlying asset. In this case, the chain has a set of 5 call options has the same underlying asset i.e. WTI Crude. So in this video WTI crude oil is trading at $78.50 per barrel. We have five options with different strike prices: $70, $75, $80, $85, and $90. I explain what these numbers mean and how they form an option chain.
0 likes • 9d
Is this a new course yes? you will upload the code?
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Joshua Levvy
2
1point to level up
@joshua-levvy-1786
energy focus - machine learning forecast models at M. Lynch

Active 5h ago
Joined Nov 1, 2025
ISFJ
USA