Posts in category

Data Science


Making a career change, no matter how big or small is never an easy feat. However, when you’re moving to a field that requires as much technical knowledge as data science, things can get exponentially more difficult. That’s why proper preparation is essential. But here’s the thing: no matter how well-prepared we are, there will …

I’d like to explain briefly how we use artificial intelligence to count sunflower seeds in a photo taken with a mobile device. Agenda: 1. Business needs 2. Data preparation 3. Model structure 4. Used libs and tools 5. Results 6. Error analysis 7. Fails/Hypotheses 8. Conclusion 9. References 1. Business needs Fortunately for me, I …

The Internet of Things is powered by 3 emerging technologies – Artificial Intelligence, 5G and Big Data. When combined, Artificial Intelligence and the Internet of Things (AIoT) hold the promise of a more connected future. The AIoT fusion is increasingly becoming more mainstream, as it continues to transform the fundamental ways in which we live …

By applying modern machine learning and data science methods to “extreme” plasma physics, researchers can gain insight into our universe and find clues about creating a limitless amount of energy. In a recent perspective published in Nature, Lawrence Livermore National Laboratory (LLNL) scientists and international collaborators outline key challenges and future directions in using machine …

Researchers have changed a game of digital Monopoly to help artificial intelligence adapt to unexpected events. They did this by charging the players a wealth tax every time a player passes ‘Go’, instead of giving them $200. Experiments like this could improve the function of AI in wider-scale, real-life situations, such as the complex assessment …

Earlier, widespread automation meant the introduction of service sector jobs or big stupid machines doing repetitive work in factories. That’s not the case a couple of decades down the line, is it? Now there is software that can land aircraft, diagnose cancer, and trade stocks for you🐱‍👓 Machines are now capable of breaking down complex …

Artificial intelligence (AI) played a key role in developing COVID-19 vaccines. But you may not realize how many day-to-day things rely on it. From filtering out spam emails to helping trains run on time, AI is all around us. Artificial intelligence (AI) has transformed many aspects of our lives for the better. It even played …

MIT researchers have created a new system that automatically cleans “dirty data” — the typos, duplicates, missing values, misspellings, and inconsistencies dreaded by data analysts, data engineers, and data scientists. MIT researchers have created a new system that automatically cleans “dirty data” —  the typos, duplicates, missing values, misspellings, and inconsistencies dreaded by data analysts, …

While building a machine learning model, data scaling in machine learning is the most significant element through data pre-processing. Scaling may recognize the difference between a model of poor machine learning and a stronger one. Machine learning algorithm only recognizes numerical if there is a significant difference in the dimension, say few varying in tens …

Real-world cases and expert opinions about the present and future of audio deepfakes and AI-powered fraud in particular and how to use AI to build a strong defense against malicious AI. John Dow, the CEO of an unnamed UK-based energy firm, once got a call from his boss that he wishes he’d never answered. Being confident he …