Foundation in Data Science

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Smart Professional

Explore the world of data science by mastering Excel, T-SQL, MongoDB, and Python. Learn inferential statistics, data mining, and machine learning with R and WEKA, and complete a hands-on capstone project to solidify your data science skills.

Learning Outcome

Work with spreadsheets and analyze data using MS Excel

Learn fundamental concepts of Transact SQL(TSQL) commands

Understand MongoDB concepts, features, architecture and data model, and learn to install, configure, and monitor open-source NoSQL databases

Understand the basics of statistical analysis, descriptive statistics, predictive analytics, probability, and Bayes theorem

Master data exploration, predictive & descriptive analytics techniques using R

Develop applications using Python language

Use WEKA to perform data mining tasks

Develop a Capstone project using WEKA and implement data mining tasks

Course Breakdown

Data Analysis with MS Excel

Data Handling using T-SQL

Managing Large DataSets with MongoDB

Inferential Statistical Analysis

Data Science using R Programming

Application Based Programming in Python

Data Mining with WEKA

Capstone Project for Data Mining

Technologies

Office 365

Microsoft SQL Server 2019

MongoDB 6.x

R Studio 2.x or higher

Python 3.6.x

WEKA (Opensource AI and data mining tool)

WEKA

Certificate and Career Path

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Why join Aptech

Join a diverse community of learners from around the world, expanding your network and perspectives.

Flexible
Learning

All our programs and courses are delivered through blended learning with a collaborative cloud-based learning platform, allowing participants to catch up on missed sessions via recorded materials.

Global
Community

With 1,300+ centres worldwide, you will become a member of a global IT community. Participate in international competitions such as TechWiz, and network with like-minds from across the globe.

Career
Support

Stay abreast of industry trends through our industry experts sessions, and enjoy benefits from our collaborations with global tech players and our efforts to secure local and international placements.

International
Recognition

Take advantage of our global recognition to save time and money on your international degree through credit transfer facilities with universities in the UK, UAE, Malaysia, and Canada.

Well-equipped
Classrooms

Experience a touch of excellence in our tech-enabled classrooms with interactive screens and well-equipped computer labs, all in a comfortable, air-conditioned environment.

Qualified
Trainers

Receive training from some of the best trainers whose technical skills are continually aligned with industry standards, supported by the latest techniques and up-to-date curriculum.