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13 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 • 12h
For Economics + Data combo, my view is to pair 5.6 with 1.25 as they complement each other perfectly for market analysis.
Urgent step by step code needed for the attached PDF
Please if someone could help with self explanatory code on the attached PDF I would highly appreciate. of course Dr Spyro has covered almost all aspect in his class but I have not reach there yet. This is an Assignment and also exams question in my Msc Python classes. Thank you as I await your inputs please
1 like • 16d
Any updates? you did well? @Jalal Umar Barau
New Report: Natural Gas Shortages in Europe
I've just uploaded a new report to the Classroom section in 6.2, under "Energy Commodities". It is about Europe's natural gas storage situation and the risks from colder winter forecasts. Europe's natural gas system is facing serious risks this winter 2025-2026, particularly in Germany. Weather forecasts predict temperatures will be about 4°C colder than originally expected, which means people will use more gas for heating and power plants will burn more gas for electricity. Germany is entering winter with gas storage tanks only three-quarters full instead of nearly full like in previous years. If the winter turns out to be colder and longer than normal, computer models show Germany could use up most of its stored gas well before winter ends. The report also mentions policy recommendations to prevent a gas crisis
1 like • 16d
Thank you sir.
Quant Pathway
At this stage in my career, there are certain skills I need to learn and develop quickly. Since I want to move into the Quant department, I'll need to work primarily on forecasting electricity markets and understand the dynamics of these markets. Our Quant department typically focuses on demand forecasting, generation forecasting, and price forecasting. Your courses in the Classroom section cover a variety of areas, and I appreciate for all of them. However, since I need to progress quickly in these areas, do you have any alternative pathway you can recommend?
0 likes • Nov 1
I recommend some books on commodity pricing!
Energy Trade
Do you have any good paper or book recommendation for energy trading? (such as gas trading, oil trading). I want to change my focus area to commodity trading.
4 likes • Oct 23
I think , money is not about the commodity type eg oil, gas, power, , but how good you are, where you work , and your presentation + coding skills.
2 likes • Oct 23
@Mustafa kemal Karaman Have you got coding experience? eg Python? You could do Power/Electricity algorithmic trading (quant trading). Ofcourse quant trading you can do in other commodities like natural gas, oil, metals. Citadel/Jane Street (commodity desks) hire junior consultants also but who have coding experience. But the problem with changing careers is that you maybe start from a low position. And the risk of losing your job increases when you are small. The easier option maybe is to continue consultancy and become really really good at it, and do consultancy projects also in commodities if possible?
1-10 of 13
Mohammed Al Rashid
3
17points to level up
@mohammed-al-rashid-8736
Renewables Advocate over 10 years

Active 12h ago
Joined Sep 23, 2025
ESTP
UAE