Road Accident Analysis Using Machine Learning Form
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FAQs traffic accident analysis using machine learning paradigms
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I want to create a web app that enables users to sign up/in, fill out a form, and then fax it to a fax machine. How to difficult is this to develop?Are you sending yourself the fax or are they able to send the fax anywhere? The latter has already been done numerous times. There are email to fax and fax to email applications that have been available for decades. I'm pretty certain that converting email to fax into app or form submission to fax is pretty trivial. They convert faxes to PDF's in many of these apps IIRC so anywhere you could view a PDF you could get a fax.
How can I use Python and machine learning for fundamental analysis to invest in the stock market?Here is the simple answer.For quantitative trading using Python you will rely on numerical computing libraries (like NumPy, Pandas etc). Then, using previous stock market data you have to train your Machine Learning model which will further predict your data.==========================Watch this 7-min YouTube video by Siraj Raval to get an introduction and do check out other videos from this guy because most of them are very helpful.——————————————You should take this free course from Udacity it is very informative and helpful.Machine Learning for Trading | Udacity——————————————Here is another website for quantitative trading skills.Trading With Python | Become a quant.These are my own opinions based on my experience, research and suggestion.Video link and websites mention above are not sponsored.Hope it helps to give you a small insight.
How can I use machine learning techniques to do predictive analysis on election polls?Narendra Modi’s campaign team has used some very innovative and timely decisions that have helped give high visibility and add potent muscle to the election campaign. Here are some of the strategies that have worked.Understanding Consumer InsightsWe always say that marketing Strategies has to be based on consumer insights. Recently, you must have seen advertisements of Fogg deodorants where they differentiate themselves from competition saying that we are ‘All deodorant. No gas” vis-a-vis its competitors. This is something they learned through consumer research. Similarly, the campaign managers of the BJP conducted consumer research. They found that the brand value of Narendra Modi is much higher than that of the Bhartiya Janta Party. Therefore, they took the decision to project Narendra Modi instead of projecting BJP or the NDA in all their campaigns.Getting the Best Minds on BoardSecond, they hired the best-known names in Indian advertising. Sam Balsara, Prasoon Joshi, Piyush Pandey. These people have a wealth of experience behind them. They have run successful campaigns with hundreds of brands in their lives. And They took sentimentality out of the picture and looked at this as a business. They decided that their client was the Bhartiya Janta Party. If BJP was any other brand, how would they sell? Having these experienced senior people like the trio certainly helped.Catchy SloganThere are slogans in Marketing Strategies. Nike has ‘Just do it’. Similarly, Bhartiya Janta Party decided to have a catchy slogan. ‘Ab ki Bar, Modi Sarkar’. It was extremely catchy. It was easy on the tongue. Everybody could say it. Even the non-Hindi speakers could understand what it stood for and they could easily articulate it. So, it resonated with everybody.Integrated communications campaignThis involves the use of multiple methods of media but the message you send out should be a unified one. This was done brilliants by the Bhartiya Janta Party and their campaign managers. The message was Brand Modi and what he stood for. They ran TV ads, print ads, radio ads, they used YouTube, Facebook, and Twitter. They targeted different audiences and segments, used TV to signNow the average man. And they used the Internet to signNow out to the youngsters who are online most of the time. They signNowed rural people through road shows and rallies. Narendra Modi himself addressed hundreds of rallied throughout the country and he also has a great ability to communicate. As similar to Bill Clinton He had an innate tendency to connect with the audience. I see the same thing with Narendra Modi.Word of MouthThere was a clear perception that Modi was a doer. He could get things done. There was a widespread perception that that there was a policy paralysis with the previous government. Modi and his team took advantage and leveraged his image as a doer. Even things like word of mouth and viral hits like Kolaveri Di did not use any marketing. It just spread among people. There are a lot of migrant laborers from Bihar and Uttar Pradesh worked in Gujarat and when they went back home, they spread positive word of mouth about Narendra Modi and his team.Database Marketing StrategiesParticularly in important states like Uttar Pradesh and Bihar, what the campaign managers did was collect huge database and they worked on signNowing out directly to the people. It also greatly helped that the opposition ran a very lackluster campaign run by the opposition party. All these factors mentioned above resulted in a landslide victory. While advertising and marketing alone did not help, but in my view, they were major contributors.
How do I learn about machine learning techniques used to analyze network traffic?Applying Machine Learning Techniques for Detection of Malicious Code in Network Traffic Paper by - Yuval Elovici, Asaf Shabtai, Robert Moskovitch, Gil Tahan, and Chanan GlezerYou will get the idea about it.