 | From the Editor's Desk
The 85% Rule for Learning - Scott H Young In many situations we find that there is a sweet spot in which training is neither too easy nor too hard, and where learning progresses most quickly. […] For all of these stochastic gradient-descent based learning algorithms, we find that the optimal error rate for training is around 15.87% or, conversely, that the optimal training accuracy is about 85%.
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WorkWork WorkWork WorkUkraine accuses Russia of shelling near nuclear plant, killing 13 civilians Moscow pressed its campaign on multiple fronts on Wednesday. Ukraine’s military reported Russian forces shelled about 28 towns in the north-east, the south-west and south including the Kharkiv, Donetsk and Kherson regions. Ukraine’s general staff said in an unverified statement that Ukrainian counterattacks forced Russian troops to retreat in most of them. Work WorkWork WorkWork WorkWork WorkHow to Evaluate, Accept, Reject, or Negotiate a Job Offer You got the job. Now for the hard part: deciding whether to accept it or not. Start by doing your homework. Determine if the salary is worthy of your knowledge and experience and whether its in line with the local market. Use job search websites for benchmarks; also talk to recruiters in the industry. And think expansively about your objectives. Consider your professional development and quality of life. 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If you click “Agree and Continue” below, you acknowledge that your cookie choices in those tools will be respected and that you otherwise agree to the use of cookies on NPR’s sites. WorkWhat is the Fifth Amendment, and how has it been used? You may click on “Your Choices” below to learn about and use cookie management tools to limit use of cookies when you visit NPR’s sites. This page will also tell you how you can reject cookies and still obtain access to NPR’s sites, and you can adjust your cookie choices in those tools at any time. If you click “Agree and Continue” below, you acknowledge that your cookie choices in those tools will be respected and that you otherwise agree to the use of cookies on NPR’s sites. WorkScientists say landfills release more planet-warming methane than previously thought You may click on “Your Choices” below to learn about and use cookie management tools to limit use of cookies when you visit NPR’s sites. This page will also tell you how you can reject cookies and still obtain access to NPR’s sites, and you can adjust your cookie choices in those tools at any time. If you click “Agree and Continue” below, you acknowledge that your cookie choices in those tools will be respected and that you otherwise agree to the use of cookies on NPR’s sites. WorkFear turns to shock among Albuquerque Muslims as police say the shooter is a Muslim You may click on “Your Choices” below to learn about and use cookie management tools to limit use of cookies when you visit NPR’s sites. This page will also tell you how you can reject cookies and still obtain access to NPR’s sites, and you can adjust your cookie choices in those tools at any time. If you click “Agree and Continue” below, you acknowledge that your cookie choices in those tools will be respected and that you otherwise agree to the use of cookies on NPR’s sites. WorkLondon medical school benefited from colonial exploitation, report finds “I would like an acknowledgement that the racist structures that contributed to building the school and that turned it into the intellectual powerhouse that it is today are still at work,” she said, “and that the inequalities that they generate are also still at work even if they’re much less visible.” WorkWorkTrump declines to answer questions in New York business investigation When the state investigation wraps up, James could seek financial penalties against Trump or his company, or even a ban on their involvement in certain types of businesses – as happened in a previous legal clash with James when, in 2019, the then president was fined $2m for misuse of charitable assets and barred from running a charity in the future. |
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