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Is this Python code of linear regression really machine learning? Seriously, why do less knowledgable people just rely on the result of some popular machine learning framework like TensorFlow. Don’t you think it is wise to understand the underlying math? I have used this stuff with MATLAB well before the terms big data and machine learning became popular. I am no expert here but I would like to have some experts add their opinion on it.
Comment away in my video where I am wrong. I like to learn what you think. All I ask is be respectful about it
Robert Pardo book for forward walking
http://quantlabs.net/blog/2018/06/is-this-python-code-of-linear-regression-really-machine-learning/
The world of stats can be very useful in the crypto currency land. You can see dispersion (volatility) as well momentum. Each of the 315 crypto currency pairs (from Binance) can have a descriptive stats with a normal distribution graph. I also show 3 different times periods for each pair which includes Monthly (not useful), daily, and hourly.
http://quantlabs.net/blog/2018/05/apply-stats-310-crypto-currencies-volatile-highest-momentum/
Is this an unpredictable indicator? This seems to be useful the odd time so I will keep it. Realize that other indicators can be used to show more reliability. I show a few examples of the recent data from the data sets.
http://stockcharts.com/school/doku.php?id=chart_school:chart_analysis:chart_patterns:hea
http://quantlabs.net/blog/2018/06/assessing-auto-inverted-head-shoulders-technical-anlysis-crypto-currency-algo-trading/
Once again this link is behind my paywall
http://quantlabs.net/academy/protectionism-is-darkest-cloud-while-china-wants-more-lng-and-em-clobbered/
Gas in trouble but stable and inflation concern higher than financial stability.
This is found my paywall
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Timeframe and trend matter when crypto currency trading with Bitcoin
I am implementing my various charts for crypto currency algo trading from Binance. Also, I have been transform the one generate from Dukascopy. As a result, video to focus on Bitcoin/US dollar to show the important factors to look for to see if it is worth trading. As you will see, timeframe and general trend matter.
http://quantlabs.net/blog/2018/05/timeframe-trend-matter-crypto-currency-algo-trading-bitcoin/
More to report after my last posting of crypto currency algo trading with BTC, I am now able to generate over 3700 charts of 3 time periods for 315 crypto currency pairs from Binance. Time frames include monthly (not a big fan), daily, and hourly I still to fix the dates but I want to move on.
This video shows how there appears to be little opportunity but they do exist. It seems there are some some decent returns when the timing is picked right. Based upon trend and buy signals, these charts appear to work when needed for market entry potential.
More to come as I am still working on the automated head and shoulders (inverted to be built as well), harmonic patterns, and stats. I need to get these all working with the crypto currency algo trading trading data from Binance.
http://quantlabs.net/blog/2018/05/anayzing-3700-charts-crypto-currency-algo-trading-opportunity-include-eth-ltc-neo/
This 1+ hr video reveals a lot of using my recent automated head and shoulders in conjunction with the other indicators like Fibonacci, Moving Averages, Signal (from MA crosses), and Trend line. It looks like most crypto currencies are getting hammered lately but there is the odd gem in there.
http://quantlabs.net/blog/2018/05/automated-head-and-shoulders-with-other-indicators-reveal-some-algo-trading-gems-among-300-crypto-coins/
Is this a reliable combo for market entry in algo trading? I am more confident for looking for a bullish harmonic pattern with either an up arrow signal or a moving average cross? This looks possible but these are some of the more reliable combos I will look for to make this happen. You would also want to look for upward momentum with either the price above or approaching the trend line. Who know but this seems to appear to work reliably ?
http://quantlabs.net/blog/2018/05/combined-bullish-harmonic-pattern-buy-signal-reliabe-market-entry-algo-trading/
There are a number of corrections I believe in this script but I am unsure of the importance of these pattern (s) since they are quite rare anyhow. So why continue? Why even bother trying to develop for wedges as well?
In summary; Should I abandon both flag/pennants and wedges patterns. They are tough to program and plot among other reasons listed.
http://quantlabs.net/blog/2018/05/introducing-flag-pennant-technical-pattern-automated-crypto-currency-trading/
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