Gain a baseline understanding of the core concepts, tools, and roles in Data Science.

This foundation-level level course introduces the multi-disciplinary Data Science team to the many evolving and related terms. It includes a focus on Big Data, Data Science, Predictive Analytics, Artificial Intelligence, Data Mining, and Data Warehousing. You’ll also explore the current state of the art and science, the major components of a modern data science infrastructure, team roles and responsibilities, and level-setting of possible outcomes for your investment.

This course provides a high-level view of current data science related technologies, concepts, strategies, skillsets, initiatives and supporting tools in common business enterprise practices. This goal of this course is to provide you with a baseline understanding of core concepts.

Learn more about this topic. View the recorded webinar AI + Coronavirus + DI: Using Technology to Restart Your Business Safely

Who Should Attend?

Business Analysts, Data Analysts, Data Architects, Database Administrators, Network Administrators (Grid), Developers, Technical Manager, or anyone else in the data science realm who needs to have a baseline understanding of the core areas of modern Data Science technologies, practices, and tools.

We can organize this training at your preferred date and location. Contact Us!

Prerequisites

Attendees should have:

Exposure to Enterprise Information Technology
Familiarity with Relational Databases

What You Will Learn

Join an engaging learning environment, where you’ll explore:

Foundations: Grids & Virtualization; SOA, ESB/EMB and the Cloud
The Hadoop Ecosystem: HDFS, Resource Navigators, MapReduce, Spark, and Distributions
Big Data, NOSQL, and ETL
ETL: Exchange, Transform, Load
Handling Data and a Survey of Useful tools
Enterprise Integration Patterns and Message Busses
Developing in Hadoop Ecosystem: R, Python, Java, Scala, Pig, and BPMN
Artificial Intelligence and Business Systems
Who’s on the Team? Roles and Functions in Data Science
Growing your Infrastructure

This is a seminar-style course that combines engaging expert lectures, pertinent skills, tool demonstrations, and group discussions.

Training Outline

Foundations

Grids and Virtualization
Service-Oriented Architecture
Enterprise Service Bus
Enterprise Message Bus
The Cloud

The Hadoop Ecosystem

HDFS: Hadoop Distributed File System
Resource Negotiators: YARN, Mesos, and Spark; ZooKeeper
Hadoop Map/Reduce
Spark
Hadoop Ecosystem Distributions: Cloudera, Hortonworks, OpenSource

Big Data, NOSQL, and ETL

Big Data vs. RDBMS
NOSQL: Not Only SQL
Relational Databases: Oracle, MariaDB, DB/2, SQL Server, PostGreSQL
Key/Value Databases: JBoss Infinispan, Terracotta, Dynamo, Voldemort
Columnar Databases: Cassandra, HBase, BigTable
Document Databases: MongoDB, CouchDB/CouchBase
Graph Databases: Giraph, Neo4J, GraphX
Apache Hive
Common Data Formats
Leveraging SQL and SQL variants

ETL: Exchange, Transform, Load

Data Ingestion, Transformation, and Loading
Exporting Data
Sqoop, Flume, Informatica, and other tools

Enterprise Integration Patterns and Message Busses

Enterprise Integration Patterns: Apache Camel and Spring Integration
Enterprise Message Busses: Apache Kafka, ActiveMQ, and other tools

Developing in Hadoop Ecosystem

Languages: R, Python, Java, Scala, Pig, and BPMN
Libraries and Frameworks
Development, Testing, and Deployment

Artificial Intelligence and Business Systems

Artificial Intelligence: Myths, Legends, and Reality
The Math
Statistics
Probability
Clustering Algorithms, Mahout, MLLib, SciKit, and Madlib
Business Rule Systems: Drools, JRules, Pegasus

The Team

Agile Data Science
NOSQL Data Architects and Administrators
Developers
Grid Administrators
Business and Data Analysts
Management
Evolving your Team
Growing your Infrastructure

Why Choose Us

Experience live, interactive learning from the comfort of your home or office with Bilginç IT Academy's Online Instructor-Led Data Science Overview Training in United States of America. Engage directly with expert trainers in a virtual environment that mirrors the energy and schedule of a physical classroom.

Live Sessions: Join scheduled classes with a live instructor and other delegates in real-time.
Interactive Experience: Engage in group activities, hands-on labs, and direct Q&A sessions with your trainer and peers.
Global Expert Trainers: Learn from a handpicked global pool of expert trainers with deep industry experience.
Proven Expertise: Benefit from over 30 years of quality training experience, equipping you with lasting skills for success.
Scalable Delivery: Accessible worldwide, including United States of America, with flexible scheduling to meet your professional needs.

Immerse yourself in our most sought-after learning style for Data Science Overview Training in United States of America. Our hand-picked classroom venues in United States of America offer an invaluable human touch, providing a focused and interactive environment for professional growth.

Highly Experienced Trainers: Boost your skills with trainers boasting 10-20+ years of real-world experience.
State-of-the-Art Venues: Learn in high-standard facilities designed to ensure a comfortable and distraction-free experience.
Small Class Sizes: Our limited class sizes foster meaningful discussions and a personalized learning journey.
Best Value: Achieve your certification with high-quality training and competitive pricing.

Streamline your organization's training requirements with Bilginç IT Academy’s Onsite Data Science Overview Training in United States of America. Experience expert-led learning at your own business premises, tailored to your corporate goals.

Tailored Learning Experience: Customize the training content to fit your unique business projects or specific technical needs.
Maximize Training Budget: Eliminate travel and accommodation costs, focusing your entire budget on the training itself.
Team Building Opportunity: Enhance team bonding and collaboration through shared learning experiences in your workspace.
Progress Monitoring: Track and evaluate your employees' progression and performance with relative ease and direct oversight.

Why have you chosen us?

I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

Other

How many employees do you have in your IT department?

0 – 50

50 – 250

250 – 1000

1000+

Data Science Overview Training in United States of America

Who Should Attend?

Prerequisites

What You Will Learn

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom Based Learning

Onsite / In-House Learning

Data Science Overview Training Course in United States of America Schedule