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Financial Analytics by Pitabas Mohanty

Financial Analytics

by Pitabas Mohanty
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Book cover type: Paperback
  • ISBN13: 9789354644177
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 684
  • Original Price: INR 1089.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1000 grams
  • BISAC Subject(s): N/A

Financial Analytics applies modern data science tools to explore and understand interesting financial data patterns. Though the use of quantitative tools is nothing new in finance, modern financial analytics is different due to three recent trends: i) improved computing power with the availability of GPUs and TPUs, ii) advanced ML and AI algorithms, and iii) access to large volumes of practically all types of data. The new-age Financial Analytics takes a data-driven approach to study finance. Instead of making assumptions about the distribution of data or the relationship between variables, it simply lets the data speak for itself. ·Introduction to Finance Analytics ·Data in Finance ·Wrangling Financial Data ·Exploratory Analysis of Financial Data ·Understanding Basic Finance using R and Python ·Accounting Data Analytics ·Applications of Natural Language Processing in Finance ·Financial Fraud Analytics ·Valuation Analytics ·Portfolio Analytics ·Developing and Backtesting Technical Trading Rules ·Predicting Stock Prices/Returns

Pitabas Mohanty Professor of Finance XLRI, Jamshedpur, India

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