Data Mining with Excel Training Course

Duration

14 hours (usually 2 days including breaks)

Requirements

  • A basic understanding of Excel

Audience

  • Data Scientists

Overview

Data mining is the process of identifying patterns in big data with data science methods such as machine learning. Using Excel as a data analytical suite, users can perform data mining and analysis.

This instructor-led, live training (online or onsite) is aimed at data scientists who wish to use Excel for data mining.

By the end of this training, participants will be able to:

  • Explore data with Excel to perform data mining and analysis.
  • Use Microsoft algorithms for data mining.
  • Understand concepts in Excel data mining.

Format of the Course

  • Interactive lecture and discussion.
  • Lots of exercises and practice.
  • Hands-on implementation in a live-lab environment.

Course Customization Options

  • To request a customized training for this course, please contact us to arrange.

Course Outline

Introduction

Data Mining Overview

  • Crisp-DM
  • Algorithms for data mining
  • Data mining structures and models

Preparing the Development Environment

  • Installing and configuring Excel

Data Mining Algorithms and Excel to SQL Server Analysis Services

  • Using Microsoft algorithms
  • Working with data mining structures and models

Data Mining Add-Ins

  • Working with data modeling
  • Identifying influencers and categories
  • Predicting with a model

Summary and Conclusion

Python Automation Series

Read and Write Data from Excel using Python

Read Specific Row and Columns Using Python

Read specific sheet using Python

Load data from excel to database using Python

Requirements

  • No programming experience needed.

Description

After completing this course, one can able to read/write data from excel and also able to learn playing with Dataframe like Filtering/selecting specific rows and Columns. As a part of this course we have also included how to do connectivity with sql server and load data as well.

We have covered all the below things.

Read Data from Excel

Write Data from Excel

Read Specific sheet

Read specific cell

Write data

Sql Connectivity

Load Data in sql server

After completing this course, one can able to read/write data from excel and also able to learn playing with Dataframe like Filtering/selecting specific rows and Columns. As a part of this course we have also included how to do connectivity with sql server and load data as well.

We have covered all the below things.

Read Data from Excel

Write Data from Excel

Read Specific sheet

Read specific cell

Write data

Sql Connectivity

Load Data in sql server

After completing this course, one can able to read/write data from excel and also able to learn playing with Dataframe like Filtering/selecting specific rows and Columns. As a part of this course we have also included how to do connectivity with sql server and load data as well.

We have covered all the below things.

Read Data from Excel

Write Data from Excel

Read Specific sheet

Read specific cell

Write data

Sql Connectivity

Load Data in sql server

After completing this course, one can able to read/write data from excel and also able to learn playing with Dataframe like Filtering/selecting specific rows and Columns. As a part of this course we have also included how to do connectivity with sql server and load data as well.

We have covered all the below things.

Read Data from Excel

Write Data from Excel

Read Specific sheet

Read specific cell

Write data

Sql Connectivity

Load Data in sql server

Who this course is for:

  • Beginners Python Course

Course content