Genism is a Python library for topic modeling. What is great about Genism is that it is both easy to use, and very power

According to Investopedia, “call options are financial contracts that give the option buyer the right, but not the obligation, to buy a stock, bond, commodity or other asset or instrument at a specified price within a specific time period.,For example, if the option seller is explicitly writing calls on Tesla the contract will state that if “Tesla’s shares reach a stock price higher than X by a specific date, then you can buy the Tesla shares off of me for a strike price of X”.,A similar logic could be applied to Booking Holdings Ltd since the travel industry has taken a beating, once the markets rebound the stock should reflect a change in fundamentals similar to Carnival Cruises.,If you’ve been using Python for statistics for even a week, it is likely that you have used SciPy. SciPy is the go-to package for statistical testing in the Python language. SciPy is not only generally a fast package to use, but it is also venerable and has been proven overtime to work incredibly well. The combination of SciPy, Pandas, and Numpy are what make Python a great language for general scientists and even more-so data scientists to work in.,The 2008 financial crisis had rolled forward a series of events that many financial experts had fathomed for decades. People started defaulting on their loans, businesses went bankrupt and an asset class which people believed would never “tank” came down drastically in value due to speculation and other widespread bets placed through various derivative contracts.,Theano is another mathematical Python library that allows a programmer to work with copious amounts of data efficiently. While it might not match the mathematics-centric nature of something like SymPy, it does a lot really cool and interesting things that make linear algebra in Python a lot more fun. On top of that, Theano is very accurate and relatively quick compared to a lot of similar solutions. On top of that, the package is tightly integrated with Numpy and dynamically integrates C code to make Python run faster.,Dr. Michael Burry of Scion Asset Management LLC had predicted the housing crisis way ahead of its time while many frenzy investors were still busy buying and selling CDO’s and making a hefty profit by flipping contracts like houses.,It is also possible to magnify your gains through leverage over a greater number of shares than you could afford to buy outright because the calls are always less expensive than the stock itself.,However, post the second quarter he readjusted the portfolio by acquiring smaller portions in various other stocks in addition to purchasing massive amounts of “call options” on various companies.,“Dr. Burry slashed Scion’s Gamestop (GME) stake during Q2. GME represented 3.79% of the long portfolio, down from 12.23% in Q1. Scion filed a 13D targeting Gamestop in August of 2019 when the stock was at $3.87. In a letter to management, Burry recommended a ‘game-changing’ buyback of shares”.,Ever since then, Dr. Burry has been a key figure in the US financial markets. His latest 13-F filing reveals massive bets placed on a handful of companies a pattern similar to the months prior to the 2008 crisis.,The famous fund manager as portrayed in the award-winning movie “The Big Short” rose to fame in 2008 as he ‘shorted’ the ‘housing market’ by buying put contracts on CDOs, credit default swaps, and other mortgage-backed securities, emphasizing the fact that the housing market was extremely overvalued, and when the bubble did burst, he instantly received millions for his in-depth analysis.,But one should err on the side of caution with such matters, especially with short-term ‘out-of-the-money’ calls. If you buy too many option contracts, you end up increasing your risk.,With regards to Dr.Burry, his 13-F filings didn’t disclose the strike price and expiry dates for all the long positions he had acquired. So, it is correct to say that they own $91 million in stocks but the firm’s “total long position” is worth slightly over $315 million inclusive of all the “long calls”.,That is the example if you do not have any data scientist experience. Try to over-sell your employment experience as that is the point of having your resume, but do not lie in your resume. It is fine to glorify what you have done in your resume because you could explain what you do, but lying in your resume would only backfire to you in the end.