Data Science with MicroStrategy Training Course and Workshop in Bangalore, Mysore, Chennai, Hyderabad, Pune, Mumbai, Delhi, Noida, Gurgaon, Kolkata

In Data Science with MicroStrategy - Essentials training course, you 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.

In Data Science with MicroStrategy - Advanced training course, you 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, delegates 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, delegates will learn to:

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 Scientists or Advanced Analysts

Blending skills to enhance insights

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

Exploring data

Histograms
Box plots
Line charts

Integrating data science tools

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

Using code to conduct data science: Python basics

Basic operations
Python collections
Dataframes

Improving data for analysis

Data quality and structure
Improving data code-free in MicroStrategy
Improving data with Python code

Better insight with fundamental questions

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

Data Science using Python and MicroStrategy

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

Data Science using R and MicroStrategy

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

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

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

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

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Data Science with MicroStrategy

COURSE AGENDA