Best Forex Robots 2020 Top Fx EA - Passion For Trading

best forex robot 2020: automated strategy, arbitrage forex trading software bot

submitted by nadonet to StonkFeed [link] [comments]

FOREX Automated trading Bot ERROR!

FOREX Automated trading Bot ERROR! submitted by TardesBot to u/TardesBot [link] [comments]

Bitcoin Binance Crypto Bot Automated Cryptocurrency Trading Bot & Cryptocurrency Trading Signal - Ads and Promos - ITalkMoney | HYIP and Forex Forum

Bitcoin Binance Crypto Bot Automated Cryptocurrency Trading Bot & Cryptocurrency Trading Signal - Ads and Promos - ITalkMoney | HYIP and Forex Forum submitted by bestcryptochannel to u/bestcryptochannel [link] [comments]

####free Automated Bitcoin Trading Bot Crypto Tradingbot Cryptocurrency Tradingbot & Bitmex Binance Signal On Telegram - Ads and Promos - ITalkMoney | HYIP and Forex Forum

####free Automated Bitcoin Trading Bot Crypto Tradingbot Cryptocurrency Tradingbot & Bitmex Binance Signal On Telegram - Ads and Promos - ITalkMoney | HYIP and Forex Forum submitted by bestcryptochannel to u/bestcryptochannel [link] [comments]

Automated Trading Bots - Forex\Futures\Crypto Autotrading

submitted by TardesBot to advertiseyoutube [link] [comments]

Automated Trading Bots - Forex\Futures\Crypto Autotrading

TradesBot YouTube is channel completely dedicated to review and research Passive Income thru automated trading bots, algorithm trading and other hands free trading opportunities that could generate real passive income for our financial freedom. Comments, review and critics are welcome - help us be better in giving you real value!
submitted by TardesBot to YouTube_startups [link] [comments]

t.me/btctradingclub best Automated Bitcoin trading bot & Crypto Trading Signals | GoldenTalk - The Best Moneymaking Forum - HYIP, PPA, Forex, Online Betting!

t.me/btctradingclub best Automated Bitcoin trading bot & Crypto Trading Signals | GoldenTalk - The Best Moneymaking Forum - HYIP, PPA, Forex, Online Betting! submitted by BitcoinTraderfx to CryptoNews [link] [comments]

Btc-Usd Automated Trading Bot Crypto Signals & Crypto Mobile Trading App - Cryptocurrencies - ITalkMoney | HYIP and Forex Forum

Btc-Usd Automated Trading Bot Crypto Signals & Crypto Mobile Trading App - Cryptocurrencies - ITalkMoney | HYIP and Forex Forum submitted by BitcoinTraderfx to Crypto_Daily [link] [comments]

t.me/cryptosignalalert Free Automated Crypto Bot Crypto Signals & Mobile Trading APP | GoldenTalk - The Best Moneymaking Forum - HYIP, PPA, Forex, Online Betting!

t.me/cryptosignalalert Free Automated Crypto Bot Crypto Signals & Mobile Trading APP | GoldenTalk - The Best Moneymaking Forum - HYIP, PPA, Forex, Online Betting! submitted by BitcoinTraderfx to Crypto_Daily [link] [comments]

Copyop Review - NEW Copy OP Trading Platform By Dave BEST Forex Binary Option Social Trading Network 2015 For Currency Pairs Without Using Automated Signals Software Bots Copy Professional Traders Copy-OP From Anyoption Binary Brokerage Reviewed

Copyop Review - NEW Copy OP Trading Platform By Dave BEST Forex Binary Option Social Trading Network 2015 For Currency Pairs
Copy Professional Traders Copy-OP From Anyoption Binary Brokerage Reviewed Start Copying The Most Successful Traders! Stop losing money on Trading Bots and Systems! Copy the BEST Traders on the market Now and start for FREE!
CLICK HERE!!
So What Is The CopyOp?
CopyOp is binary options Social Trading Network. CopyOp will allow you to copy the trades from professional traders with years of traing experience. The interface is sleek and easy on the eyes, and care has obviously been taken to allow for navigating and comprehending trades as simple as possible. It basically operates on the idea that an asset's financial worth is either going to rise or fall it gives you a complete overview of the trade, and the indicators which will advise you on how to proceed with the trade. This is so much easier than need to hunt down the trading information you need from numerous different trading websites. Instead, you'll have all the info you need in one place!
Click Here And Watch This Video!
CopyOp Review
Copy Op is a web based software built for the real world there's no assurances here that users are going to suddenly be raking in millions. No binary options trading software is going to provide easy fortunes overnight, so instead all it offers is helpful advice so that you can make the trade. Each trade will take place at a separate time period over the course of the day, This is especially useful to those working with limited time. The amazing thing about the Copy-Op platform is that there is a particular sum that you can use for a trade, This means that you can trade whatever you're comfortable with. CopyOp, we were extremely reluctant to be taken in by the claims of CopyOp. We were actually put off by what the creators had touted as its benefits. Basically The CopyOp is a straight forward and convenient software. All that's required are a few clicks and you'll be investing right away!
CopyOp Binary Options Social Trading Platform
Click Here For More Information About Copyop!
submitted by QueletteBasta9 to CopyOp [link] [comments]

AI automated trading

Hello. I'm new to forex, and want to know if automated AI trading is a real thing or just some scam runing around, or can a bot do it?
I kinda want to just let it run while I'm doing other things. Or is it best for me to subscribe to some AI powered advisor, and do the trading manually?
submitted by vZander to Forex [link] [comments]

We know, when short or long on ETH

We know, when short or long on ETH
CRYPTO CARTEL - The One And Only

https://preview.redd.it/hr7f85g6gbo51.png?width=1440&format=png&auto=webp&s=aa41fb1d37f87236c0f5d457932ab5faf130101a
- FREE TRIAL AVAILABLE
- COMPARE STRATEGY
- INCLUDES TELEGRAM CHANNELS
- NO DELAY
- 24/7 SIGNAL FORWARDING
- WORKING SINCE 2017
- BIGGEST CRYPTO LEAK SERVICE
- NEW CHANNELS EVERY MONTH
- FOREX SIGNAL LEAKS
- AUTOMATED COPY TRADER BOT

Our AUTO Telegram BOT: https://t.me/CCOadminBot (Check our channel list)
Our site: https://www.cryptocartel.co/
Discord invite + FREE TRIAL: https://discord.gg/jvjNg3N

https://preview.redd.it/2v9zt218gbo51.png?width=1086&format=png&auto=webp&s=67382a7a6edd8e760defe663f53c1c14e4f4b924
Crypto Cartel pack channels:
4C Trading
Alanmasters
Analysis Channels
Artem Leaks
BitmexExperts VIP
Bitmex Saviour
Bleeding crypto
Bobs VIP
Breakout Signals
CCA - CJ
CCA | Credible Crypto
CCA - TraderKoz
Chart Vamp
Chase NL
Cold Bloodied Shiller
Cryptocove Alts
Cryptocove Margin
Crypto In Minutes
Darth Crypto
Dz871
Fat Pig Signals
Kaiser Crypto
Forflies
Killmex
Klondike Alts
Klondike Margin
Klondike Scalps
Klondike Scalps Nexus
Learn Crypto
MarginWhales
Onwards Signals
Ozel Club
Palm Beach & CST
Pumps Channels
Raticoin Alts
Raticoinmargin
Rekt Proof
Rose Signals
Saviour Scalps
TCA aka CF Leverage Trading Signal
The Bulls
Tier 7 Shadow
Trade Devils
Trader X
Trading Crypto Coach
Travelling Trader
Universal signals
VIP Premium Crypto Zone
Warsnop Crypto
Warsnop forex
Wcse Margin
Yo Crypto
zCrypto
CryptoUB
Krillin
Loma
Pierre Crypto
submitted by JackiFassett to ethtrader [link] [comments]

We know when LONG or SHORT + DEFI info

We know when LONG or SHORT + DEFI info
CRYPTO CARTEL - The One And Only

https://preview.redd.it/ly34qtqjrbo51.png?width=1440&format=png&auto=webp&s=c8a2c9557b5c42d52ad3c9c2eae6c07f68d51927
- FREE TRIAL AVAILABLE
- COMPARE STRATEGY
- INCLUDES TELEGRAM CHANNELS
- NO DELAY
- 24/7 SIGNAL FORWARDING
- WORKING SINCE 2017
- BIGGEST CRYPTO LEAK SERVICE
- NEW CHANNELS EVERY MONTH
- FOREX SIGNAL LEAKS
- AUTOMATED COPY TRADER BOT

Our AUTO Telegram BOT: https://t.me/CCOadminBot (Check our channel list)
Our site: https://www.cryptocartel.co/
Discord invite + FREE TRIAL: https://discord.gg/jvjNg3N
FREE TELEGRAM: https://t.me/cryptosignalsoriginal

https://preview.redd.it/2h1a2kvkrbo51.png?width=1086&format=png&auto=webp&s=e3d684b1fa18d8348641184c89053ea798f724a5
Crypto Cartel pack channels:
4C Trading
Alanmasters
Analysis Channels
Artem Leaks
BitmexExperts VIP
Bitmex Saviour
Bleeding crypto
Bobs VIP
Breakout Signals
CCA - CJ
CCA | Credible Crypto
CCA - TraderKoz
Chart Vamp
Chase NL
Cold Bloodied Shiller
Cryptocove Alts
Cryptocove Margin
Crypto In Minutes
Darth Crypto
Dz871
Fat Pig Signals
Kaiser Crypto
Forflies
Killmex
Klondike Alts
Klondike Margin
Klondike Scalps
Klondike Scalps Nexus
Learn Crypto
MarginWhales
Onwards Signals
Ozel Club
Palm Beach & CST
Pumps Channels
Raticoin Alts
Raticoinmargin
Rekt Proof
Rose Signals
Saviour Scalps
TCA aka CF Leverage Trading Signal
The Bulls
Tier 7 Shadow
Trade Devils
Trader X
Trading Crypto Coach
Travelling Trader
Universal signals
VIP Premium Crypto Zone
Warsnop Crypto
Warsnop forex
Wcse Margin
Yo Crypto
zCrypto
CryptoUB
Krillin
Loma
Pierre Crypto

https://www.linkpicture.com/q/cartelmac.png

https://www.linkpicture.com/q/TelegramChannels.png
submitted by JackiFassett to defi [link] [comments]

We know when LONG or SHORT + DEFI Info

We know when LONG or SHORT + DEFI Info
CRYPTO CARTEL - The One And Only

https://preview.redd.it/o4cczi87rbo51.png?width=1440&format=png&auto=webp&s=3c7532015380e04fe960139a0c3d711cd706331b
- FREE TRIAL AVAILABLE
- COMPARE STRATEGY
- INCLUDES TELEGRAM CHANNELS
- NO DELAY
- 24/7 SIGNAL FORWARDING
- WORKING SINCE 2017
- BIGGEST CRYPTO LEAK SERVICE
- NEW CHANNELS EVERY MONTH
- FOREX SIGNAL LEAKS
- AUTOMATED COPY TRADER BOT

Our AUTO Telegram BOT: https://t.me/CCOadminBot (Check our channel list)
Our site: https://www.cryptocartel.co/
Discord invite + FREE TRIAL: https://discord.gg/jvjNg3N
FREE TELEGRAM: https://t.me/cryptosignalsoriginal

https://preview.redd.it/8wc9ma1arbo51.png?width=1086&format=png&auto=webp&s=58239253baf020471b78d642c9bd4df185f9c68b
Crypto Cartel pack channels:
4C Trading
Alanmasters
Analysis Channels
Artem Leaks
BitmexExperts VIP
Bitmex Saviour
Bleeding crypto
Bobs VIP
Breakout Signals
CCA - CJ
CCA | Credible Crypto
CCA - TraderKoz
Chart Vamp
Chase NL
Cold Bloodied Shiller
Cryptocove Alts
Cryptocove Margin
Crypto In Minutes
Darth Crypto
Dz871
Fat Pig Signals
Kaiser Crypto
Forflies
Killmex
Klondike Alts
Klondike Margin
Klondike Scalps
Klondike Scalps Nexus
Learn Crypto
MarginWhales
Onwards Signals
Ozel Club
Palm Beach & CST
Pumps Channels
Raticoin Alts
Raticoinmargin
Rekt Proof
Rose Signals
Saviour Scalps
TCA aka CF Leverage Trading Signal
The Bulls
Tier 7 Shadow
Trade Devils
Trader X
Trading Crypto Coach
Travelling Trader
Universal signals
VIP Premium Crypto Zone
Warsnop Crypto
Warsnop forex
Wcse Margin
Yo Crypto
zCrypto
CryptoUB
Krillin
Loma
Pierre Crypto
submitted by JackiFassett to UniSwap [link] [comments]

We know when LONG or SHORT !

We know when LONG or SHORT !
CRYPTO CARTEL - The One And Only
https://preview.redd.it/2tnar4fmsbo51.png?width=1440&format=png&auto=webp&s=9d4d3bb6b4b5800349b3becc14596a6e9484d442
- FREE TRIAL AVAILABLE
- COMPARE STRATEGY
- INCLUDES TELEGRAM CHANNELS
- NO DELAY
- 24/7 SIGNAL FORWARDING
- WORKING SINCE 2017
- BIGGEST CRYPTO LEAK SERVICE
- NEW CHANNELS EVERY MONTH
- FOREX SIGNAL LEAKS
- AUTOMATED COPY TRADER BOT

Our AUTO Telegram BOT: https://t.me/CCOadminBot (Check our channel list)
Our site: https://www.cryptocartel.co/
Discord invite + FREE TRIAL: https://discord.gg/jvjNg3N
FREE TELEGRAM: https://t.me/cryptosignalsoriginal

https://preview.redd.it/dkq0tqensbo51.png?width=1086&format=png&auto=webp&s=b797113fb4814f51b5f1708d11098986743b4ee0
Crypto Cartel pack channels:
4C Trading
Alanmasters
Analysis Channels
Artem Leaks
BitmexExperts VIP
Bitmex Saviour
Bleeding crypto
Bobs VIP
Breakout Signals
CCA - CJ
CCA | Credible Crypto
CCA - TraderKoz
Chart Vamp
Chase NL
Cold Bloodied Shiller
Cryptocove Alts
Cryptocove Margin
Crypto In Minutes
Darth Crypto
Dz871
Fat Pig Signals
Kaiser Crypto
Forflies
Killmex
Klondike Alts
Klondike Margin
Klondike Scalps
Klondike Scalps Nexus
Learn Crypto
MarginWhales
Onwards Signals
Ozel Club
Palm Beach & CST
Pumps Channels
Raticoin Alts
Raticoinmargin
Rekt Proof
Rose Signals
Saviour Scalps
TCA aka CF Leverage Trading Signal
The Bulls
Tier 7 Shadow
Trade Devils
Trader X
Trading Crypto Coach
Travelling Trader
Universal signals
VIP Premium Crypto Zone
Warsnop Crypto
Warsnop forex
Wcse Margin
Yo Crypto
zCrypto
CryptoUB
Krillin
Loma
Pierre Crypto
submitted by JackiFassett to nem [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to algotrading [link] [comments]

The best crypto trading bot platform now has a free plan!

What is CLEO.one? CLEO.one, brings powerful, well informed trading automation to independent traders that don’t want to spend time on coding, but need to be present in the markets 24/7, with perfect execution is now free to use when trading on Binance! Strategies are created through simple typing. They can be tested for crypto, forex and stocks, deployed on live trading as crypto bots or paper traded and demoed on real time market conditions. We support the biggest crypto exchanges.
Can I create a grid/dca/specific type of bot? You can create any type of bot you please. The level of flexibility should accommodate any style of trading.
What makes CLEO.one different?
CLEO.one contains more data than any other platform and it can be combined in infinite ways to allow traders to craft any strategy they have in mind. Price action, technical indicators, crypto fundamentals, candlestick patterns, market caps, dominance correlation with other assets – all out of the box.
Trading results are packed with clarity and statistics. This helps you advance your trading by being able to zoom in on any detail, even if you are trading many strategies. CLEO.one lets you test your trading strategies, no matter if they are simple or complex in minutes. Historical data runs back 50 years on the assets that have that much history. You can then automate your trading, or demo your strategies on papertrading.
The first platform that works for crypto, forex and stock traders, allowing them to shrink their strategy creation time by doing it all through simple typing. More data than anywhere else on the web and backtesting so easy that anyone can do it. Independent traders finally get radically better crypto bots and sophistication through simplicity for any asset that they dabble in.
In case you are still trading without a trading strategy, you might find it hard to improve your actions or improve your trading results. CLEO.one features free strategies, all profitable when historically tested that you can modify or straight up trade.
What can I do in CLEO.one? • Create crypto, forex or equities strategies through simple typing • Backtest trading strategies for crypto, forex and equities • Crypto strategies can be automated on the exchange of choice as crypto bots • Place trades with simultaneous Trailing Take Profit and Trailing Stop Loss • Papertrade to test out strategies in current market conditions • Use free, profitable when tested strategies
Who is CLEO.one for? CLEO.one is easy to use and approachable even for traders that are starting out. Under the hood it has more than enough power to satisfy even the most experienced omni-asset traders. • Crypto traders that want to create, test or automate their trading • Forex traders that want to test or papertrade their strategies • Stock traders that want sophisticated asset selection
Who owns my strategy? You do, as stated in our Terms & conditions . Unless it is something super common like “when RSI is above 30.” The algorithm is in CLEO.one and we have permission to run it though our Services. The full Terms & conditions can be found here and are available on every page of the site at the bottom.
How do I get help? - We do free onboarding calls! If you’d like to set up something specific or have a walkthrough we would love to help! - Our responsive staff will answer any question you might have – reach out via chat on CLEO.one. - The CLEO.one helpdesk is always available and growing.
So is it really for free? When trading via Binance it is 100% free. Our subscription plans of €249, €149, and €69 apply only when you do not connect a Binance account. You do need to fulfill 2 conditions for the Binance account: 1. Needs to be created after July 21, 2020 2. Cannot be created using a referral code That’s it! In case you need to create a new account feel free to - no KYC.
You probably still have questions…
Can I make money with your bot? We do not sell a bot, but help you work on your strategies and automate the best. Or place one-off trades with simultaneous (trailing) stop loss and take profit. You become a better trader, you don’t have to rely on shady signals, you get to achieve your long-term trading goals. We do feature strategies that are all tested when profitable and you are free to test them, change them or straight up trade them.
Is it safe? You never transfer any funds to us, everything stays on the exchange.
Do I have to link and account to try the platform? No, we have a freemium version that lets you create strategies and backtest them.
You can find the details here or check out the offer. Thank you! We're happy to help with anything.
submitted by CLEOone to CLEOone [link] [comments]

Things you need to know about MT5

Things you need to know about MT5
If you have been involved in online trading for some time, chances are you have used the MT5 software.
Even if you are new to online trading, I am sure you have heard about MT5 from more experienced traders in your network.
But the platform isn’t just popular for no reason. Both traders and brokers find it useful because:
  1. It has impressive functionalities that you can’t get on any other platform
  2. It is openly available to all brokers and traders.
However, that is not all there is to MT5. So this post will be looking at some exciting things about MetaTrader 5, including:
  • Its features
  • The types of account it offers
  • Basic terms every professional trader should know
Before we delve into highlighting the features, let’s look at what MetaTrader 5 really is.
So what is MT5?
MetaTrader is a multi-asset platform that offers traders the tools to trade forex, stocks, and futures.
The first version of the software, MT4, was created in 2005 by MetaQuotes Software Corporation. The second version, MT5, was released in 2010 to offer more functionalities and better trading experience to users and brokers.
With the history out of the way, let’s look at the features that make MT5 the software of choice for most brokers and traders.
5 features of MT5 that make it the market leader
  • Multi-asset trading platform
  • Automated trades to test trading strategies
  • Automated bots by experts
  • Hedging and netting allowed
  • 21 time-frames — from minutes to years
The 3 types of MT5 accounts available on Deriv.com
One of the things that have made MT5 very popular is its open-source nature. This has allowed different brokers to integrate it into their respective trading platform.
But at Deriv.com, we didn’t just integrate MT5 into our platform.
We blended the powerful functionalities of the MT5 with our experience as pioneers in the online trading industry and we call it — DMT5 an all-in-one forex and CFD trading platform.
When you trade with DMT5, you have the option to choose from three different account types, each designed to appeal to traders with varying styles of trading and experience.
The three account types are explained in the images below.

Types of DMT5 account

DMT5 Accounts
It is worthy to note that synthetic indices are only available to Deriv.com traders and can be traded even on weekends.
Another point to note is that while Deriv.com created the synthetic indices algorithm, the market mimics the real-world financial market.
Lastly, let’s look at some of the terms that you should know if you want to succeed in online trading.
Basic terms every professional trader should know
1. Leverage
Leverage gives you the ability to trade a larger position using your existing capital.
2. Order execution
There are two types of order execution: instant execution and market execution.
Instant execution places your order at the price available at that time. Requotes are possible only if the price fluctuates by a lot before the execution of the order is completed.
Market execution allows you to place an order at the broker’s price. The price is agreed upon in advance, there are no requotes.
3. Spread
A ‘spread’ is the difference between the buy and sell prices. A fixed spread is subject to changes at the company’s absolute discretion, whereas a variable spread means that the spread is constantly changing. A fixed spread is not affected by market conditions, a variable spread depends on market conditions.
4. Commission
Brokers usually charge a commission for each trade that is placed. Deriv.com, however, charges no commission across all account types, except cryptocurrencies.
5. Margin call
Your account is placed under margin call when the funds in your account are unable to cover the leverage or margin requirement. To prevent a margin call from escalating to a stop out level, close any open positions, or deposit additional funds into your account.
6. Stop out level
Your account will reach the stop out level where it will be unable to sustain any open positions if it has been under margin call for an extended period of time. This will lead to all pending orders being canceled and open positions being closed forcibly (also known as “forced liquidation”).
7. Cryptocurrency trading
Indicates the availability of cryptocurrency trading on a particular account.
These are the basic things you should know about MT5. If you are new to online trading, we highly recommend you read the following posts:
https://medium.com/@derivdotcom/things-you-need-to-know-about-mt5-961b2665a4fb
submitted by justvisuals to Mt5 [link] [comments]

on the fakeness of the internet

funny to see that subject pop up again. it was what drove me insane enough to find this sub in the first place.
at any rate, the problem is not the bots. I thought it was, but those are just part of the parasitic ecosystem.
but to get that, first we need to take a few steps back on web history, ad serving, UX, tracking technology and media advertising.
too lazy to gather links, but you know, do your googlin'.
I assume that most of you are fairly web literate here, but I'll try to go down into the bare bones as much as possible for those who aren't.
so let's start with a basic question - what is a web visitor anyway?
from the standpoint of a normal person, that would be a person browsing a given website or piece of content. from the standpoint of technology however all you know is that some device has downloaded content from your server using the http protocol. thanks to the wonderful technology of web browsers, you can plant browser cookies on a visitor - stuff that's used to remember if they logged in, what their preferences are, stuff that your service can read from the device. it also serves usually very basic telemetry like last visit time, session time, and so on.
this, over time has evolved in what we call browser fingerprinting, a convoluted bunch of technology that allows websites and web services to uniquely identify you.
it still doesn't know if you're a human or not, but from the standpoint of the web technology, you're a visitor.
now back in ye old days of the web, when the first banner ads were springing up, these were important questions. most consumers were still to be reached on traditional media channels, and ad spend would have to be justified somehow on the risky ventures of online business. so beyond traditional polls that would infer the value of visitors, websites would start tracking number of visitors, time on page and so on. these were used to milk the advertising cow so to speak, and it gave in to some funny developments like the creation of the popup ad - if I recon correctly on geocities, where they would just but the ads everywhere until some big auto company noticed that they're appearing on porn sites. so - put the ad in the popup, and you can claim it's not in the context of porn!
around this point in time the online ad business is still pretty low tech. you actually have to call a physical human being, they send you ppts and pdfs, you send back image files and excel sheets, you wire money, the ads run, and so on. this is called direct sales, and it's tracked again by counting a bunch of visitors, and telling you how much impressions and clicks your marvelous creatives and ad budget generated.
now enter google - or more precisely, a technology firm called doubleclick that was to be acquired by google. they developed a tool for automatic ad serving, later to be called programmatic advertising, that keeps the pesky sales dude out of the loop and achieves reasonable amounts of scale for a more hefty price - after all, if the sales are automated, you get a bidding war for attention between different advertisers, and you're paying for clicks.
so you can see how this was a strategic move for google - they already had the most valuable data available in this situation. they were seeing in real time what people were searching for, and using the programmatic ad serving system, you could effectively bid not just for general attention - but for attention with an intent to buy.
...and the way that google got this data is because they indexed the web, using bots. at least GoogleBot would identify itself as a site visitor, but in the meantime they developed a service for websites to comprehensively track their own visitors and where they were coming from and what they were doing on your website. incidentally, you could also put on google's ads on your webpage to earn quite a bit of money, as content relevant ads would be shown through the doubleclick system.
this kicked off two things:
one, the ability to classify your website visitors into different clusters and segments allowed businesses to start tailoring the appearance of the website or service to fit that specific audience segment, starting off the great fracture - segmentation of the web (in the sense that two people viewing the same website at the same time were not seeing the same thing)
two, it created a very strong financial incentive for people to trick google into thinking they were having actual human visitors that would click on ads, when in fact they were bots. in an even funnier twist, some of them were from browser hijackers, commonly known as malware at the time, which google cross-financed. look up download valley and crossrider.
at the cross section of the above two, you had one interesting twist: websites that would appear differently to the security bots or the compliance officers of Google as they would to fake visitors or malware jacked human beings. the former would get a benign looking website, while the latter would get bombarded with auto clicking ads.
this kicked off the billion dollar arms race called online advertising fraud.
I'm not here to shed a tear for big money corps bleeding money. the real fallout lay somewhere else, but for that you have to understand that you never really saw the real internet, you only saw your corner and the one that was personalized for you.
but if you ever had the pleasure of watching daytime TVs or off channels and witnessing the ads, you could kind of infer what kind of audience must be watching these shows generally. from quite clear rip offs to magic number lotteries and television fortune telling, these sorts of programming was aimed at the most gullible, bought for pennies, where the smallest audience portion had to be converted into a money making operation.
...and with audience segmentation and data gathering, that was now possible at unprecedented scale, automatically. so big was the scale in fact, that it gave birth to an entire new beast of an industry called affiliate marketing, where instead of a regular payroll, you'd get a cut of the sale should you figure out an angle on where to push whatever fucking bullshit the vendors were offering to whoever the fuck would be dumb enough to click on an ad and buy. (the funniest story I recall was someone pulling five figures a month because he figured out that if you buy ads on anime-hentai pages and sell PUA shit courses and e-books you'd make a killing)
at any rate, affiliate marketing brought with it the killer landing page, the thing that's supposed to hammer the nail in the coffin once you get through the banner ad. the earliest form of deceptiveness in memory comes from various pirate sites, that had fake download buttons as banner ads and virus alerts as the landing pages. but then at some point, some schmuck realized that for certain type of products, like diet pills or forex trading or whatever, the best lander is in fact a fake news page that comes packed with comments and all. that would convert like crazy, because it had the appearance of social proof.
until at least the lawsuits came raining down, and these sorts of landing pages and campaigns for being banned left right and centre on all platforms. which just launched a new arms race as the campaigns would be disguised for the bots doing the checkups, and aged facebook profiles would start selling for like 5K USD - these people were making 30-40k a day, they could afford to spend that much to continue running the shop.
speaking of facebook - it came just about the right time for the shit to brew max total. first they were unprecedented in the amount of data they were getting off of their users, and they came just in time to catch the full swing of what we call the 'responsive web' - that no user at the same time would see the same thing on their page, it was all allocated through an intricate web of recommendations, running real time, based on previously gathered and forecast behavioral data.
it also ran on one simple premise: take over the starting page position from google for most people, then they do not have to justify, ever, any ad spend that takes place on their platform, as long as it performs. furthermore, it was completely lacking any revenue share sort of scheme (save for the short period of facebook gaming, see Zynga), thus there was no incentive for the amount of bot traffic that the previous internet era had bred. instead, it came with an entirely different one - bots that would offer social proof in the way of shares and likes, but would not directly risk the business model, thus giving no incentive for facebook to fight them. (note that google didn't do much jack shit either besides indiscriminately penalizing websites it deemed suspicious when they reached critical payout thresholds)
the rest of the story you kind of sort of know. how the obama campaign was brilliant in using the new social media to inspire hope and blah blah blah, kicking the door open for big money politics who could hire the best snake oil salesmen in the market, who had the data and as you can see from the above, had the ethical standards of a shoe. at around 2014-2015 the press (the mainstream media) started to raise question about the duopoly, the buzzword of filter bubbles started appearing, not entirely unrelated to the fact that facebook by this time cannibalized their traffic with a fucking embedded share / like button and started charging money for them to reach their own audience. after 2016 the cries of fake news were everywhere, because there was no online space left which everyone was viewing the same way, and you had no way to verify what the person next to you was looking at.
since then, we've all become grandpa yelling at the television set, with nobody around us seeing what we're seeing on the screen, so we're being accused as bots and looking for bots under the carpet.
but it's been a long way coming, and the bots are honestly the least of our worries. trust me, I went bankrupt over that one. truth or fake doesn't even begin to describe the magnitude of the problem: more like we entered the phase where every word, event or picture is defined by who ever the fuck wins the auction over it, as the marketers of human attention grind the gears of the money mill without even understanding how fast they're digging towards hell.
don't believe me? look around the marketing and advertising related subs these days. the priests are eating the indulgences, and we're only now entering the period of deep fakes, good algo generated audio and good enough NLP. and in the meantime, the shadowrunners running up between two corp headquarter-highrises are skinning your belief systems.
so the best you can do is really, not litter the remnants of cyberspace which are not being mined, astroturfed or being pulled apart by the algos. no human connections on a nuclear trash heap mate.
submitted by gergo_v to sorceryofthespectacle [link] [comments]

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Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to Python [link] [comments]

Forex and stock trading automation what do you think?

Hello, the reason I'm opening this discussion is that for a while I've been thinking about building forex/stock trading automation system(something like a bot but in a more sophisticated way). I have a decent python experience with over 1 year of hands-on deep learning and general purpose projects so it is valid to say I'm quite experienced with tensorflow 2.x, keras, numpy, pandas, matplotlib and most of standard python libraries. I'm currently learning c++ for performance needs that cannot be met with python alone. I've been intending to use my background to create a trading system I have not thought of specifics but my general overview of a problem solution might be to create a combination of deep learning models and maybe some reinforcement learning techniques as well(which something I'm currently learning). The question is do you think of a criteria to get best outcomes in terms of prediction accuracy and be able to deliver something that might turn profitable at some point? I have not started working on the project yet but when I read about the topic in kaggle and general machine learning forums, the idea of forex bots/ auto-trading systems is sometimes met with skepticism: some argue it's nearly impossible to create something useful and some others claim that they were successful to create deep learning models (my best guess is RNN/LSTM architectures) with variable accuracy(60-90%). I don't think experimentation will hurt, I mean I can start working something out and figure out the best results for myself but I thought it's a good idea to ask for guidance from those who have similabetter background/experience as/than myself as well as others who might have tried already and hear the feedback first. What do you think?
submitted by emadboctor to deeplearning [link] [comments]

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