DQN or Deep-Q Networks were first proposed by DeepMind back in 2015 in an attempt to bring the advantages of deep learning to reinforcement learning(RL), Reinforcement learning focuses on training agents to take any action at a particular stage in an environment to maximise rewards. Reinforcement learning then tries to train the model to improve…
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“Andrew Ng will soon be launching a campaign; a competition to push for data-centric models.” A lot of people joke about how 80 percent of machine learning is simply data cleaning. Additionally, many people look at machine learning as a glorified, technical version of statistics—a field that places a great deal of importance on data.…
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As part of the company's commitment to producing a single source of truth metric platform, Airbnb made major investments in the development of Minerva, a platform that standardised the ways metrics are developed, computed, provided, and consumed.
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Technological advancement has not only given us power to manage everything with a click of a button, but it has also made us vulnerable to many threats online.The unexpected onset of the pandemic and the shift of workspace have led to a rapid increase in cyber-attacks globally.In 2020, there was a huge increase in both…
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“Half the money I spend on advertising is wasted; the trouble is I don’t know which half.” John Wanamaker, marketing pioneer. The emergence of social media has changed marketing for good. Today, businesses spend five to 12 percent of their total revenue on marketing, with B2Cs spending more than B2Bs. Business intelligence (BI) refers to…
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On June 5, the Nigerian government announced an indefinite ban on Twitter. Google searches for virtual private networks (VPN) saw a 14X spike on the same day in the African country. Last year, a similar surge in demand for VPNs was observed in Hong Kong after China proposed strict new national security laws. VPN offers…
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“Professional footballers experience 2.5 to 9.6 injuries per 1000 hours of training. A third of these injuries are from over-exertion and are predictable.” In 2005, Alessio Rossi’s football career came to an abrupt end when he tore two ligaments of his right ankle during training for lower league Italian football club USD Oligantese. Sports Injuries…
The post Case Of Alessio Rossi: Can ML Save Sportsmen From Career-Threatening Injuries? appeared first on Analytics India Magazine.
“Professional footballers experience 2.5 to 9.6 injuries per 1000 hours of training. A third of these injuries are from over-exertion and are predictable.” In 2005, Alessio Rossi’s football career came to an abrupt end when he tore two ligaments of his right ankle during training for lower league Italian football club USD Oligantese. Sports Injuries…
The post Case Of Alessio Rossi: Can ML Save Sportsmen From Career-Threatening Injuries? appeared first on Analytics India Magazine.
Despite accelerated digital transformation across industries, India continues to witness a digital skills gap, according to Coursera’s 2021 Global Skills Report (GSR). The country ranks 67th globally in data skills. In Asia, India ranks 16, below Singapore and Japan, but above Thailand and Philippines. India’s digital skill proficiency stood at 38 percent. Globally, India ranks…
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There is no dearth of sources when it comes to mastering machine learning. Now this is a problem too. Be it a book or a blog, beginners and those looking for a career transition might find it challenging to pick the right resource. So, we have asked machine learning practitioners for the right books to…
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