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اهمیت داده های بزرگ در تحلیل های مالی
شکی نیست که داده ها نقش بسیار بزرگی را در زندگی امروز ما بازی می کنند. اهمیت این موضوع در بازارهای مالی اعم از بازار سرمایه بسیار بالا و حیاتی است. موسسه CFA در سرفصل های 2020 خود، در بخش Quantitative Methods ، بخشی را به نام داده های بزرگ اضافه کرده است.
مطالب ارائه شده در این بخش عبارتند از:
Big Data in Investment Management
Steps in Executing a Data Analysis Project: Financial Forecasting with Big Data
Data Preparation and Wrangling
Structured Data
Structured & Unstructured Data
Data Exploration Objectives and Methods
Unstructured Data: Text Exploration
Model Training
Structured and Unstructured Data
Financial Forecasting Project: Classifying and Predicting Sentiment for Stocks
Text Curation, Preparation, and Wrangling
Data Exploration
Model Training
Results and Interpretation

آنچه مسلم است این است که داده ها، مهمترین سرمایه سال های آتی خواهند بود و افرادی که در این زمینه تخصص داشته باشند به قله های موفقیت بسیار نزدیک تر خواهند بود.

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اهمیت داده های بزرگ در تحلیل های مالی
شکی نیست که داده ها نقش بسیار بزرگی را در زندگی امروز ما بازی می کنند. اهمیت این موضوع در بازارهای مالی اعم از بازار سرمایه بسیار بالا و حیاتی است. موسسه CFA در سرفصل های 2020 خود، در بخش Quantitative Methods ، بخشی را به نام داده های بزرگ اضافه کرده است.
مطالب ارائه شده در این بخش عبارتند از:
Big Data in Investment Management
Steps in Executing a Data Analysis Project: Financial Forecasting with Big Data
Data Preparation and Wrangling
Structured Data
Structured & Unstructured Data
Data Exploration Objectives and Methods
Unstructured Data: Text Exploration
Model Training
Structured and Unstructured Data
Financial Forecasting Project: Classifying and Predicting Sentiment for Stocks
Text Curation, Preparation, and Wrangling
Data Exploration
Model Training
Results and Interpretation

آنچه مسلم است این است که داده ها، مهمترین سرمایه سال های آتی خواهند بود و افرادی که در این زمینه تخصص داشته باشند به قله های موفقیت بسیار نزدیک تر خواهند بود.

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A project of our size needs at least a few hundred million dollars per year to keep going,” Mr. Durov wrote in his public channel on Telegram late last year. “While doing that, we will remain independent and stay true to our values, redefining how a tech company should operate.

Should You Buy Bitcoin?

In general, many financial experts support their clients’ desire to buy cryptocurrency, but they don’t recommend it unless clients express interest. “The biggest concern for us is if someone wants to invest in crypto and the investment they choose doesn’t do well, and then all of a sudden they can’t send their kids to college,” says Ian Harvey, a certified financial planner (CFP) in New York City. “Then it wasn’t worth the risk.” The speculative nature of cryptocurrency leads some planners to recommend it for clients’ “side” investments. “Some call it a Vegas account,” says Scott Hammel, a CFP in Dallas. “Let’s keep this away from our real long-term perspective, make sure it doesn’t become too large a portion of your portfolio.” In a very real sense, Bitcoin is like a single stock, and advisors wouldn’t recommend putting a sizable part of your portfolio into any one company. At most, planners suggest putting no more than 1% to 10% into Bitcoin if you’re passionate about it. “If it was one stock, you would never allocate any significant portion of your portfolio to it,” Hammel says.

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