Data Science
6 Pitfalls to Avoid When Transitioning To a Data Science Career
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 …
With AI, You Can Count 1000+ Sunflower Seeds In Seconds
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 …
4 Key Areas Where AI And IoT Are Being Combined
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 …
The Data-Driven Future Of Extreme Physics
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 …
How Monopoly Is Helping Create The AI Of The Future
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 …
Is Automation Jeopardizing Our Future?
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 …
10 Surprising Things That Rely On Artificial Intelligence
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 …
New System Cleans Messy Data Tables Automatically
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, …
The Pain Points Of Scaling Data Science
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 …
Fight Fire With Fire: Using Good AI To Combat Bad AI
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 …