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AI Monthly digest #4 – artificial intelligence and music, a new GAN standard and fighting depression
/in Blog posts, Data science, Machine learning /by Konrad Budek and Arkadiusz NowaczynskiDecember brought both year-end summaries and impressive research work pushing the boundaries of AI.
Don’t waste the power. AI supply chain management
/in Blog posts, Data science /by Konrad BudekJust imagine what your business could do if it recouped 6500 man-hours annually. Or a power supply savings comparable to all the Austin, TX usage?
Powering up demand forecasting with machine learning
/in Blog posts, Machine learning /by Konrad BudekDemand forecasting is done by analyzing statistical data and looking for patterns and correlations. Machine learning takes the practice to a higher level.
AI Monthly digest #3 – artificial intelligence in science getting big
/in Blog posts, Machine learning /by Konrad Budek and Arkadiusz NowaczynskiNovember brought a lot of significant AI-related breaking news. Machine learning and deep learning models were folding proteins, deriving the laws of physics from fictional universes and mimicking the human brain in a way never before seen. This edition of AI Monthly digest looks at scientific improvements made by AI with significant support from tech giants. Stories from November show that AI is clearly a great tool to improve countless lives […]
Driverless car or autonomous driving? Tackling the challenges of autonomous vehicles
/in Blog posts, Machine learning, Reinforcement learning /by Konrad BudekAmong both traditional carmakers and cutting-edge tech behemoths, there is massive competition to bring autonomous vehicles to market.
Outsmarting failure. Predictive maintenance powered by machine learning
/in Blog posts, Data science, Machine learning /by Konrad BudekAs the fourth industrial revolution approaches, factories can harness the power of machine learning to reduce maintenance costs.
AI Monthly digest #2 – the fakeburger, BERT for NLP and machine morality
/in Blog posts, Data science /by Konrad Budek and Arkadiusz NowaczynskiFake images of hamburgers, the autonomous trolley problem, BERT for NLP and more stories from October, curated by deepsense.ai’s team, right here in AI Monthly Digest.
AI Monthly digest #1 – AI stock trading & Kaggle record
/in Blog posts, Data science, Deep learning, Machine learning /by Konrad Budek and Arkadiusz NowaczynskiAI-based stock trading, a record-breaking competition on Kaggle and more stories cherry-picked from all the interesting ML- and AI-related news from September.
Keras vs. PyTorch: Alien vs. Predator recognition with transfer learning
/in Blog posts, Deep learning, Machine learning /by Piotr Migdal and Patryk MiziułaExpert augmented reinforcement learning – agents of Montezuma’s Revenge
/in Blog posts, Reinforcement learning /by Konrad BudekAs a huge amount of computing power and time are required to train RL agent, it is no surprise that researchers are looking for ways to shorten the process.