Do Ensemble Methods Always Work?
02/02/2021
Ensemble is the most popular and, in fact, the highly preferred trick for the data scientists working in the realms of deep learning and ML
Menu
Ensemble is the most popular and, in fact, the highly preferred trick for the data scientists working in the realms of deep learning and ML
“Today we’re announcing our transition to Apple silicon, making this a historic day for the Mac,” said Apple’s CEO Tim Cook, at last year’s WWDC
Ever wondered what your data is worth? The deluge of websites, apps, social media companies, data brokers, and ad tech firms track users online and
For this week’s ML practitioners series, Analytics India Magazine(AIM) got in touch with Valliappa Lakshmanan(Lak), Director for Data Analytics and AI Solutions at Google Cloud
When top data scientists feel the need to accelerate computations, let’s say, when having tabular data at hand, they need a tailor made libraries that
The world of enterprise software is heterogeneous. What works for one customer might not work for another. We all might use the same platform, say
Reinforcement learning (RL) algorithm powers the brains of walking robots and AI chess grandmasters. The algorithm uses neat tricks (policies) that hunt targets by rewarding
Modern day semiconductor devices can perform a million mathematical operations while occupying only a tiny amount of area (think tip of a pencil). The compactness
This week marked the end of the Trump era. The final days of the administration delivered good news to the AI community with its decision
In 2017, a power failure caused critical computer systems to shut down at Delta Airlines, leading to almost 700 flight cancellations and thousands of delays,
Data is generated by humans, curated by humans, and then there is this ambitious pursuit towards Artificial General Intelligence. AI researchers who have to train
This week, the big tech showed their might by taking down a popular social media platform out of business overnight. Launched in 2018, Parler was
“If you can silence a king, you are the king.” Naval Ravikant Last week, the megaphones of the internet were on a feeding frenzy, deplatforming
“A majority of books or courses are based on overly used datasets or benchmarks but things get harder as you face real-world noisy problems.” For
“In 2021, language models will start to become aware of the visual world.” Ilya Sutskever, co-founder, OpenAI For many years, within the realms of AI,
Elon Musk and his company Tesla witnessed new heights in their respective valuation. While the automaker soared past $700 billion market value, the company’s chief
“The pre-covid forecasting models failed to see this massive drop in demand and these models were rendered useless for any type of practical applications.” Sandip
Leading businesses today, market themselves to customers over multiple channels ensuring that a typical customer journey has several touchpoints. Allocating marketing credit to these channels
“India’s cybersecurity is ranked very low globally and even the budgetary allocations are below par.” A well-planned cyber attack can cause power outages, air traffic
AI — the yesteryear’s wildest science fiction is now an integral part of our lives. It wasn’t like this a decade ago. People were talking,
Using GPUs at scale comes with various challenges due to compute-intensive and memory-intensive components. For instance, GPUs that train state-of-the-art personal recommendation models are largely
India has a serious mobility problem. Busy roads, packed parking lots, signal jumping, potholes, poor lane discipline, and so on. Not that these are exclusive
The last days of what has been a very challenging year have proven even more difficult with the exposure of a suspected Russian cyberattack which
(31/12/2020: This article has been updated with statement provided to us by Google’s spokesperson) An ongoing competition’s data on Kaggle is reportedly exposed. Experts on
Modern large-scale automation systems integrate thousands to hundreds of data points. Demands for more flexible reconfiguration of production systems and optimisation across different information models,
“There are too many ML resources out there and so many people suffer from decision paralysis.” For this week’s ML practitioner’s series, we got in
“Stanford Medicine residents were left out of the first wave of staff members for the new Pfizer vaccine.” In what sounds like a textbook case
While the top internet companies like Google and Facebook try to work their way up from the deluge of lawsuits, China and Russia joined the
Modern-day graphics in movies and gaming have improved tremendously. They transitioned from hand-craft photorealistic images to auto-generated components of the imagery. However, efficient rendering of
HOGWILD! Wild as it sounds, the paper that goes by the same name was supposed to be an art project by Christopher Re, an associate
Join the forefront of data innovation at the Data Engineering Summit 2024, where industry leaders redefine technology’s future.
© Analytics India Magazine Pvt Ltd & AIM Media House LLC 2024
