How do we counter vanishing gradient problems in recurrent neural network? Use Long Short-Term Memory Networks Exploding gradients can be reduced by using the Long Short-Term Memory (LSTM) memory units and perhaps related gated-type neuron structures. Adopting LSTM memory units is a new best practice for recurrent neural networks for sequence prediction. Does RNN suffer…
Category: Interesting
Can finance person become data scientist?
Can finance person become data scientist? Becoming a data scientist in Finance can be a lofty challenge… unless you know how to streamline the path. Instead of asking “what skills do I need?”, we need to ask a different question. The opportunity to understand what organizations in Finance (or any Domain) value from the data…
Can chess be solved with math?
Can chess be solved with math? Every element of the chess game is well-defined, which makes it theoretically possible to fully grasp it through logic and mathematics. Is there any trick to chess? Chess Trick 1. This is a common technique, a prophylaxis move, played to avoid getting checkmated on the back rank. When your…
What is so bad about Monsanto?
What is so bad about Monsanto? Monsanto is an American agrochemical and agricultural biotechnology corporation that was founded in 1901. Generally known for producing genetically modified organisms (GMOs), having a bad environmental record, using dangerous pesticides, and clashing with local farmers. Who really owns Monsanto? BayerMonsanto / Parent organization In September 2016, German chemical company…
Is learning Hebrew difficult?
Is learning Hebrew difficult? How hard is it to learn Hebrew? It could be difficult to learn the Hebrew alphabet, which contains 22 characters. Unlike in most European languages, words are written from right to left. The pronunciation of the R sound in Hebrew is a guttural sound, much like in French. How long does…
Was Detroit ever part of Canada?
Was Detroit ever part of Canada? The city was in territory which the British restricted the colonists from settling in under Royal Proclamation of 1763. It was transferred to Quebec under the Quebec Act of 1774. By 1778 in a census taken during the American Revolution, population was up to 2,144. Is Windsor north or…
Why is WASD better?
Why is WASD better? There are other advantages: WASD is on the left side of your keyboard. Most gamers are right-handed, so it makes perfect sense to aim with your right hand and move with your left hand. There are multiple keys near it that are easy to reach. Why is WASD acting like arrow…
What does slim fit pants do?
What does slim fit pants do? Both straight fit pants and slim fit pants are more tailored in design. In general, slim fit will be the tighter of the two, and show more shape, especially below the knee. More than likely, you’ll be wearing these pants for a good portion of your day, so they…
How do you survive rapid decompression?
How do you survive rapid decompression? When rapid decompression occurs, your oxygen mask should drop from overhead. Put it over your mouth and nose, slip the straps over your head, then tighten them by pulling their ends. Breathe into the mask normally. The mask’s bag might not inflate, or inflate only while you’re exhaling. What…
What is the best way to improve your writing skills?
What is the best way to improve your writing skills? 8 Tips for Improving Your Writing Style Be direct in your writing. Good writing is clear and concise. Choose your words wisely. Short sentences are more powerful than long sentences. Write short paragraphs. Always use the active voice. Review and edit your work. Use a…