Training Course: Introduction to Data

IT234613 5 - 9 Jan 2025 Cost : 2275 € Euro
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 Introduction

Data Analysis Using Python, Mysql, NumPy, Pandas. This course will introduce you to the world of data analysis. You'll learn how to go through the entire data analysis process

Course Objectives of Introduction to Data

  1.  Posing a question
  2.  Wrangling your data into a format you can use and fixing any problems with it
  3.  Exploring the data, finding patterns in it, and building your intuition about it
  4. Drawing conclusions and/or making predictions
  5. Communicating your findings

Course Outlines of Introduction to Data

Day 1: Problems Solved by Data Analysts

  •  Questions about Student Data Solution
  •  Investigating the Data
  •  Problems in the Data 
  •  Missing Engagement Records

Day 2: Debugging Data Analysis Code

  • Making Histograms
  • Predicting Based on Many Features
  • Improving Plots and Sharing Findings

Day 3: NumPy

  • One-Dimensional Data in NumPy
  • Two-Dimensional NumPy Arrays
  •  NumPy Arrays
  •  Vectorized Operations
  •  Multiplying by a Scalar
  • Standardizing Data

Day 4: Pandas

  • Pandas Series
  • Filling Missing Values
  •  Plotting in Pandas

Day 5: Statistics

  • Mean, Median and Mode
  • Standard Variation, Error mean
  • Calculating Correlation

 

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