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[Coursera] Python and Statistics for Financial Analysis

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What you’ll learn

  • Statistical Evaluation
  • Monetary Evaluation
  • Monetary Knowledge Evaluation
  • Python Programming
  • Knowledge Visualization (DataViz)

Description

Python is now turning into the number one programming language for information science. As a consequence of python’s simplicity and excessive readability, it’s gaining its significance within the monetary trade. The course combines each python coding and statistical ideas and applies into analyzing monetary information, equivalent to inventory information. By the tip of the course, you’ll be able to obtain the next utilizing python: – Import, pre-process, save and visualize monetary information into pandas Dataframe – Manipulate the prevailing monetary information by producing new variables utilizing a number of columns – Recall and apply the essential statistical ideas (random variable, frequency, distribution, inhabitants and pattern, confidence interval, linear regression, and many others. ) into monetary contexts – Construct a buying and selling mannequin utilizing a number of linear regression mannequin – Consider the efficiency of the buying and selling mannequin utilizing totally different funding indicators Jupyter Pocket book surroundings is configured within the course platform for practising python coding with out putting in any shopper purposes.

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