EncartaLabs

Data Science with MicroStrategy

In Data Science with MicroStrategy - Essentials training course attendees will get familiarized with the data science process and the skills needed to be a data scientist. Explore MicroStrategy visualizations and how they can help in understanding data distributions and trends. Integrate R, Python, and MicroStrategy for a complete data science toolkit. Learn Python basics and improve data in MicroStrategy and with Python code.

In Data Science with MicroStrategy - Advanced training course attendees will integrate data science workflows using Python, R, and MicroStrategy. Initiate, perform, and communicate complex analyses. Learn the benefits of intertwining the tools dedicated to data science with MicroStrategy mstrio library to seamlessly perform data science goals. Get a deep dive into text analytics. Explore Deep Learning and comparing multiple models while conducting model optimization.

By attending Data Science with MicroStrategy - Essentials workshop, attendees will learn:

  • Thinking like a data scientist
  • Working with histograms, box plots, and line charts
  • Trend analysis
  • Working with Python code in Jupyter Notebook
  • Using Native R in MicroStrategy
  • Using the mstrio-py library
  • Python basics
  • Improving data quality and structure

By attending Data Science with MicroStrategy - Advanced workshop, attendees will learn:

  • Fine-tune the integration of mstrio library in Python and R
  • Use the Python platform with mstrio
  • Use the R platform with mstrio
  • Explore Deep Learning
  • Analyze datasets using regression analysis and clustering
  • Use Jupyter Notebook
  • Perform text analytics

For Data Science with MicroStrategy - Essentials course

  • Attend Microstrategy - Analytics Reporting training or equivalent experience.

For Data Science with MicroStrategy - Advanced course

  • Attend Microstrategy - Advanced Analytics Reporting training or equivalent experience.
  • Attend Microstrategy - Data Mining and Predictive Analytics training or equivalent experience.

For Data Science with MicroStrategy - Essentials course

  • Anyone interested in familiarizing with basic data science techniques and tools, and want to leverage MicroStrategy's federated data and analysis capabilities

For Data Science with MicroStrategy - Advanced course

  • Data Scientist or Advanced Analyst

COURSE AGENDA

Data Science with MicroStrategy - Essentials
(Duration : 1 Day)

1

Blending skills to enhance insights

  • Data science overview
  • Seeking insight with data science questions
  • CRISP-DM process
2

Exploring data

  • Histograms
  • Box plots
  • Line charts
3

Integrating data science tools

  • MicroStrategy federated data and libraries
  • R and Python
  • Using R within MicroStrategy: Native R
  • mstrio and mstrio-py
4

Using code to conduct data science: Python basics

  • Basic operations
  • Python collections
  • Dataframes
5

Improving data for analysis

  • Data quality and structure
  • Improving data code-free in MicroStrategy
  • Improving data with Python code
Data Science with MicroStrategy - Advanced
(Duration : 1 Day)

1

Better insight with fundamental questions

  • Data science and MicroStrategy
  • Ask the right questions
  • Use case: Analyzing bicycle sales
2

Data Science using Python and MicroStrategy

  • Import from MicroStrategy
  • Use Python with various techniques and models
  • Export to MicroStrategy
3

Data Science using R and MicroStrategy

  • Blocks
  • Subroutines
  • Import from MicroStrategy
  • Use R with various techniques and models
  • Export to MicroStrategy
4

Text Analytics

  • Analyze text in MicroStrategy using R scripts
  • The sentiment analysis script
  • Build a movie review application
  • Get different metrics from the script
  • Text analytics in specific domains
  • Multiple models in Deep Learning
5

Customizing an R Script

  • In-band and Out-of-band results
  • Debug your scripts
  • Customize a MicroStrategy R script
  • Customize an R script for localization
6

Machine Learning and Neural Networks

  • Use machines and deep learning to solve problems
  • Process data features with neural networks
  • Analyze images with convolutional neural networks (CNNs)
  • Display predictions in MicroStrategy

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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