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Copyright © 2020 IT Sector Partnership. All rights reserved​

DATA SCIENCE

TRAINING

Data science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. Data science is related to data mining and big data. Data science is a concept to unify statistics, data analysis, machine learning, and their related methods in order to understand and analyze actual phenomena with data. It employs techniques and theories drawn from many fields within the context of mathematics, statistics, computer science, and information science.

Technical Skills

The Data Science Pathway consists of the following technical skills that you can acquire by pursuing courses and certifications at Ivy Tech Community College, as well as through self-learning tech resources (Platforms, Videos, and Blogs).

  • Application

    • ​JSON

    • Microsoft Excel

    • SAP HANA

    • Visio

  • Cloud

    • ​Amazon Web Services

    • BigQuery

    • Bigtable

    • Google Analytics

    • Google Cloud Platform

    • Microsoft Azure

  • Database

    • ​Data Grid

    • IBM DB2

    • Microsoft SQL Server

    • MongoDB

    • MySQL

    • NoSQL

    • Oracle Database

    • PL/SQL

    • PostgreSQL

    • SQL

    • Teradata

    • Toad

    • T-SQL

  • Device

    • ​IBM Watson

    • Mainframe Computers

  • Discipline

    • ​Artificial Intelligence

    • Artificial neural networks (ANN)

    • Business Analytics

    • Business Intelligence

    • Cloud Computing

    • Database

    • Deep Learning

    • Natural Language Processing

    • Probability

    • Statistics

  • Framework

    • ​Aforge.NET

    • Caffee

    • MapReduce

  • Library

    • ​D3.js

    • Keras

    • Matplotlib

    • NumPy

    • Pandas

    • PyTorch

    • Scikit-learn

    • Seaborn

    • Tensorflow

    • Theano

  • Markup Language

    • ​XML

  • Methodology

    • ​Data Architecture

    • Data Governance

    • Data Visualization

    • Joint Application Development (JAD)

    • Machine Learning

  • Operating System

    • ​Linux

    • Solaris

    • UNIX

  • Package

    • ​Stringr

    • ggplot2

    • dplyr

    • tidyr

    • readr

    • purrr

    • tibble

    • forcats

  • Platform

    • ​Apache Software Foundation

    • Dell EMC

    • Natural Language Toolkit

    • NetApp

    • QlikView

    • SAP Business Objects

    • Tidyverse

  • Process

    • ​Big Data Analytics

    • Data Analysis

    • Data Analytics

    • Data Cleansing

    • Data Collection

    • Data Ingestion

    • Data Integration

    • Data Migration

    • Data Mining

    • Data Modeling

    • Data Processing

    • Data Reporting

    • Data Retention

    • Data Warehousing

    • Data Wrangling

    • Database Design

    • Extract, Transform, Load (ETL)

    • Failure Analysis

    • Predictive Modeling

  • Programming Language

    • ​C#

    • ECL

    • Matlab

    • Perl

    • Python

    • R

    • Scala

  • Software

    • ​ADO.NET

    • Elasticsearch

    • ERWin Data Modeler

    • Micro Focus Quality Center

    • Microsoft PowerBI

    • SAS

    • Splunk

    • SPSS

    • Tableau

  • Tools

    • ​Adminer

    • DatabaseSpy

    • Decision Trees

    • Informatica PowerCenter

    • Log Analytics

    • SAP Crystal Reports

    • SmartDraw

    • Sqoop

Career Areas & Jobs

The Data Science Pathway consists of the following career areas and jobs that you can seek after acquiring the technical skills.

Career Areas

  • Advanced Analytics

  • Applied Science

  • Artificial Intelligence

  • Artificial Neural Network

  • Automation

  • Big Data

  • Business Analytics

  • Business Intelligence

  • Customer Analytics

  • Data Analytics

  • Data Mining

  • Data Science

  • Data Visualization

  • Data Warehousing

  • Database

  • Deep Learning

  • Enterprise Architecture

  • Information Systems and Analytics

  • Machine Learning

  • Market Research & Analytics

  • Operations Research & Analytics

  • Predictive Analytics

  • Reporting

  • Statistics

  • Web Analytics

Jobs

  • Beginner​

    • ​Analyst

    • Statistician

  • Intermediate

    • Administrator

    • Developer

    • Modeler

  • Advanced

    • Engineer

    • Scientist

    • Architect

Training & Certification

We are currently offering technical skills training through Ivy Tech Community College. Please find the courses being offered below:

Certificates

  • Coming soon...

Courses

  • Coming soon...

Salary

Please find the IT Salary Guide created by CFS Technology and Wages & Benefits Report created by the South Bend - Elkhart Regional Partnership.

Financial Aid

The IT Sector Partnership in addition to the Skill Up Grant and assistance from Garatoni-Smith Family Foundation also relies on TechHire Grant, Workforce Ready Grant, Employer Training Grant, Pell Grant, and Ivy Tech Scholarships.

We work with the Financial Aid office at Ivy Tech Community College to help students get Financial Aid. If they are not qualified for Financial Aid, the Garatoni Family Office offers support, if possible.

How To Apply?

To apply for our training program, please click on the tab below and fill our application form.