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سلام. تو این مقطع که مبانی پایتون با دیتاساینس را میدونید اکیدا توصیه میکنم حتما کنفرانس های سال های مختلف SciPy را ببینید. مختصر و عالیه. همچنین pyconها هم میتونه مفید باشه

اولین فیلم برای سال 2017 و یه کم قدیمیه، اما ارائه دهندش Muellerه، توسعه دهنده اصلی scikit learn برا همین خیلی توصیه میکنم ببینیدش.

Machine Learning with scikit learn | SciPy 2017 Tutorial | Andreas Mueller & Alexandre Gram
Part I:
https://www.youtube.com/watch?v=2kT6QOVSgSg
Part II:
https://www.youtube.com/watch?v=WLYzSas511I

Machine Learning with Scikit-Learn, Part 1 | SciPy 2018 Tutorial | Lemaitre and Grisel
Part I:
https://www.youtube.com/watch?v=4PXAztQtoTg&feature=youtu.be
Part II:
https://www.youtube.com/watch?v=gK43gtGh49o

SciPy 2019: Scientific Computing with Python Conference

https://www.youtube.com/playlist?list=PLYx7XA2nY5GcDQblpQ_M1V3PQPoLWiDAC

Chalmer Lowe - Scikit-learn, wrapping your head around machine learning - PyCon 2019
https://www.youtube.com/watch?v=kTdt0P0e3Qc


Deepak K Gupta - Hello World of Machine Learning Using Scikit Learn - PyCon 2019
https://www.youtube.com/watch?v=bCDcI8SdjD8



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#منبع #پایتون #یادگیری_ماشین
سلام. تو این مقطع که مبانی پایتون با دیتاساینس را میدونید اکیدا توصیه میکنم حتما کنفرانس های سال های مختلف SciPy را ببینید. مختصر و عالیه. همچنین pyconها هم میتونه مفید باشه

اولین فیلم برای سال 2017 و یه کم قدیمیه، اما ارائه دهندش Muellerه، توسعه دهنده اصلی scikit learn برا همین خیلی توصیه میکنم ببینیدش.

Machine Learning with scikit learn | SciPy 2017 Tutorial | Andreas Mueller & Alexandre Gram
Part I:
https://www.youtube.com/watch?v=2kT6QOVSgSg
Part II:
https://www.youtube.com/watch?v=WLYzSas511I

Machine Learning with Scikit-Learn, Part 1 | SciPy 2018 Tutorial | Lemaitre and Grisel
Part I:
https://www.youtube.com/watch?v=4PXAztQtoTg&feature=youtu.be
Part II:
https://www.youtube.com/watch?v=gK43gtGh49o

SciPy 2019: Scientific Computing with Python Conference

https://www.youtube.com/playlist?list=PLYx7XA2nY5GcDQblpQ_M1V3PQPoLWiDAC

Chalmer Lowe - Scikit-learn, wrapping your head around machine learning - PyCon 2019
https://www.youtube.com/watch?v=kTdt0P0e3Qc


Deepak K Gupta - Hello World of Machine Learning Using Scikit Learn - PyCon 2019
https://www.youtube.com/watch?v=bCDcI8SdjD8

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Spiking bond yields driving sharp losses in tech stocks

A spike in interest rates since the start of the year has accelerated a rotation out of high-growth technology stocks and into value stocks poised to benefit from a reopening of the economy. The Nasdaq has fallen more than 10% over the past month as the Dow has soared to record highs, with a spike in the 10-year US Treasury yield acting as the main catalyst. It recently surged to a cycle high of more than 1.60% after starting the year below 1%. But according to Jim Paulsen, the Leuthold Group's chief investment strategist, rising interest rates do not represent a long-term threat to the stock market. Paulsen expects the 10-year yield to cross 2% by the end of the year. A spike in interest rates and its impact on the stock market depends on the economic backdrop, according to Paulsen. Rising interest rates amid a strengthening economy "may prove no challenge at all for stocks," Paulsen said.

The lead from Wall Street offers little clarity as the major averages opened lower on Friday and then bounced back and forth across the unchanged line, finally finishing mixed and little changed.The Dow added 33.18 points or 0.10 percent to finish at 34,798.00, while the NASDAQ eased 4.54 points or 0.03 percent to close at 15,047.70 and the S&P 500 rose 6.50 points or 0.15 percent to end at 4,455.48. For the week, the Dow rose 0.6 percent, the NASDAQ added 0.1 percent and the S&P gained 0.5 percent.The lackluster performance on Wall Street came on uncertainty about the outlook for the markets following recent volatility.

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