Download the working file: https://github.com/laxmimerit/Google-Stock-Price-Prediction-Using-RNN—LSTM
Recurrent Neural Networks can Memorize/remember previous inputs in-memory When a huge set of Sequential data is given to it.
These loops make recurrent neural networks seem kind of mysterious. However, if you think a bit more, it turns out that they aren’t all that different than a normal neural network. A recurrent neural network can be thought of as multiple copies of the same network, each passing a message to a successor.
Different types of Recurrent Neural Networks.
Sequence output (e.g. image captioning takes an image and outputs a sentence of words).
Sequence input (e.g. sentiment analysis where a given sentence is classified as expressing a positive or negative sentiment).
Sequence input and sequence output (e.g. Machine Translation: an RNN reads a sentence in English and then outputs a sentence in French).
Synced sequence input and output (e.g. video classification where we wish to label each frame of the video)
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Beginners tutorial how to make money online with Dividends, Buying and Selling of Stocks in the Philippines Stock Exchange this 2018
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2. Paano mag simula sa stock market – or Ano ang mga kaylangan para makapag simula dito.
3. Risks sa stock market
Hindi po ako expert sa stock market – Introduction lang ito para sa viewers ko para matutunan nila paano ba sila pwede kumita at mag invest dito. Bago kayo mag simula make sure na mag research maige bago kayo pumasok dito.
Huwag nyo din ituturing na financial advise yung mga dinuscuss ko dito – hindi ako magaling dito – Make your own research – sa youtube and google maraming mas expert sakin dito
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The New York Stock Exchange (sometimes referred to as „the Big Board“) provides a means for buyers and sellers to trade shares of stock in companies registered for public trading. The NYSE is open for trading Monday through Friday from 9:30 am — 4:00 pm ET, with the exception of holidays declared by the Exchange in advance.
The NYSE trades in a continuous auction format, where traders can execute stock transactions on behalf of investors. They will gather around the appropriate post where a specialist broker, who is employed by an NYSE member firm (that is, he/she is not an employee of the New York Stock Exchange), acts as an auctioneer in an open outcry auction market environment to bring buyers and sellers together and to manage the actual auction. They do on occasion (approximately 10% of the time) facilitate the trades by committing their own capital and as a matter of course disseminate information to the crowd that helps to bring buyers and sellers together. The auction process moved toward automation in 1995 through the use of wireless hand held computers (HHC). The system enabled traders to receive and execute orders electronically via wireless transmission. On September 25, 1995, NYSE member Michael Einersen, who designed and developed this system, executed 1000 shares of IBM through this HHC ending a 203 year process of paper transactions and ushering in an era of automated trading.
As of January 24, 2007, all NYSE stocks can be traded via its electronic hybrid market (except for a small group of very high-priced stocks). Customers can now send orders for immediate electronic execution, or route orders to the floor for trade in the auction market. In the first three months of 2007, in excess of 82% of all order volume was delivered to the floor electronically. NYSE works with US regulators like the SEC and CFTC to coordinate risk management measures in the electronic trading environment through the implementation of mechanisms like circuit breakers and liquidity replenishment points.
Until 2005, the right to directly trade shares on the exchange was conferred upon owners of the 1366 „seats“. The term comes from the fact that up until the 1870s NYSE members sat in chairs to trade. In 1868, the number of seats was fixed at 533, and this number was increased several times over the years. In 1953, the number of seats was set at 1,366. These seats were a sought-after commodity as they conferred the ability to directly trade stock on the NYSE, and seat holders were commonly referred to as members of the NYSE. The Barnes family is the only known lineage to have five generations of NYSE members: Winthrop H. Barnes (admitted 1894), Richard W.P. Barnes (admitted 1926), Richard S. Barnes (admitted 1951), Robert H. Barnes (admitted 1972), Derek J. Barnes (admitted 2003). Seat prices varied widely over the years, generally falling during recessions and rising during economic expansions. The most expensive inflation-adjusted seat was sold in 1929 for 5,000, which, today, would be over six million dollars. In recent times, seats have sold for as high as million in the late 1990s and as low as million in 2001. In 2005, seat prices shot up to .25 million as the exchange entered into an agreement to merge with Archipelago and become a for-profit, publicly traded company. Seat owners received 0,000 in cash per seat and 77,000 shares of the newly formed corporation. The NYSE now sells one-year licenses to trade directly on the exchange. Licences for floor trading are available for ,000 and a licence for bond trading is available for as little as ,000 as of 2010. Neither are resell-able, but may be transferable in during the change of ownership of a cooperation holding a trading licence.
On February 15, 2011 NYSE and Deutsche Börse announced their merger to form a new company, as yet unnamed, wherein Deutsche Börse shareholders will have 60% ownership of the new entity, and NYSE Euronext shareholders will have 40%.
On February 1, 2012, the European Commission blocked the merger of NYSE with Deutsche Börse, after commissioner Joaquin Almunia stated that the merger „would have led to a near-monopoly in European financial derivatives worldwide“. Instead, Deutsche Börse and NYSE will have to sell either their Eurex derivatives or LIFFE shares in order to not create a monopoly. On February 2, 2012, NYSE Euronext and Deutsche Börse agreed to scrap the merger.
In April 2011, IntercontinentalExchange (ICE), an American futures exchange, and NASDAQ OMX Group had together made an unsolicited proposal to buy NYSE Euronext for approximately US billion, a deal in which NASDAQ would have taken control of the stock exchanges. NYSE Euronext rejected this offer two times, but it was finally terminated after the United States Department of Justice indicated their intention to block the deal due to antitrust concerns.
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How to Start Investing in Philippine Stock Market for Beginners Step by Step Tutorial
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Warren Buffett – One of the most successful investor of all times with an estimated net worth of over 80 billion dollars to this date has shared his methods for investing. Having bought his first stock at 11 years of age and having ,000 dollars to his name at 17, he sure knows a thing or two about this market. And even though he spent a lifetime developing his skills, he’s has shared some very straightforward advice about investing that anyone can take advantage of.
Warren Buffett’s first rule is to simply think long term over short term. He might be going overboard with this concept and he is truly embracing it around his entire life. He still lives in the same house he bought in 1958 and is also working at the very same desk since 50 years back and doesn’t use a computer but traditional pen and paper.
He’s been quoted saying he doesn’t throw anything away until he’s had it for at least 20-25 years. So thinking long term is natural for him and the ability to resist selling has proved to be very successful for him.
So having that said the reason why he’s holding on to what he buys is because he does his homework and does so very well. He’s stated many times that he spends 80 % of his day reading and catching up with the latest news and what companies to invest in. He thinks about life and investing as learning as much as he can and reads between 600-1,000 pages every single day.
However not many people have the time or money to read for 8 hours a day and invest a few billions in the biggest companies like Warren Buffet, and it’s not a strategy that anyone can apply and find success with. And I wanted to make a video explaining how absolutely anyone can invest and become rich without taking time to read and grasp what to invest in which is why I’m super excited to share this with you. So when reading the Berkshire Hathaway Annual report of 2013, one of the most interesting paragraphs I found was on page 20 where he gave a very simple and straightforward advice about investing.
He says “My money is where my mouth is: What I advise here is essentially identical to certain instructions I’ve laid out in my will.
So in his will he’s demanded that future of his family’s money money should be invested such as this:
Put 10% of the cash in short-term government bonds and 90% in a very low-cost S&P 500 index fund.”
And he finishes it off by stating
“I believe the trust’s long-term results from this policy will be superior to those attained by most investors”
I told you it was straight forward. Don’t try to outplay the market but instead play with it. No man or machine can predict the ups and downs of the market, well except for Warren Buffett, so it would be foolish to try to beat it when you can simply join it.
The very same formula was also mentioned in Tony Robbins book money master the game and index funds really seems to be the future of investments because the market will always rise in long term, and that’s essentially what you invest in – the market. The S&P 500 contains all the 500 largest companies that trade on NYSE and Nasdaq. Instead of picking stocks individually, you can now own a piece of all of the biggest companies such as Apple, Microsoft and Google.
And investing in an index fund is very secure since a single company might go bankrupt, however the market will not. And you don’t have to stick to only the U.S market but could invest in the european and asian markets that’s also doing very well and you can even invest in global index funds to own a part of the biggest companies in the world.
And for the other 10 %, the short-term government bonds is a very low risk low cost alternative that is also offered by vanguard amongst others. Short-term bonds are very attractive to investors because of they’re very stable and consistently rising, however the return tends to be smaller.
And I’ll finish it off through Warren Buffett’s words:
“The goal of the non-professional should not be to pick winners but should rather be to own a cross-section of businesses that in aggregate are bound to do well.”
Life of Riley by Kevin MacLeod is licensed under a Creative Commons Attribution license (https://creativecommons.org/licenses/by/4.0/)
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Take a break from the US markets and have a look at Europe. There are many strong economies and companies across the atlantic, as well as stronger dividend yields. Definitely worth checking out for income investors.
Some interesting income stocks: Nestle AG, BMW, Novo Nordisk, Banco Santander, Bayer AG, Royal Dutch Shell, Siemens, UBS.
My favorite picks from Europe: Louis Vuitton, BMW, Novod Nordisk, Bayer AG, ABB, SAP, RSW
There are also ETFs covering the whole continent, including ones from Vanguard and iShares.
Visit https://www.investingforall.net for more information on how to invest in stocks.
Investing for all is a project seeking to provide basic information about how and where to invest in stock market. The stock market is a safe place to put your money and has given great returns over hundreds of years.
I often touch on topics such as Investing for beginners, stock recommendations, ETFs, stock market basics, how to find and evaluate new stocks etc.
Stocks go up and down, don’t invest simply based on what you hear or see in my videos. I might have a bias towards stocks I talk about, but I try informing my viewers when this might be the case.
My personal stock portfolio currently consists of the following stocks:
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This Video will help you learn the basic thing you need to strat investing in the Indian Stock market. Starting from the DMAT account all the way to picking the correct stocks to invest in.