Data Science Overview Training in Kazakhstan

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

Who Should Attend?

Attendees should have:

• Exposure to Enterprise Information Technology
• Familiarity with Relational Databases

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.

 

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

At Bilginç IT Academy, we combine our strong presence in both the UK and Türkiye to deliver high-quality, practical training solutions for organizations worldwide.

International Presence with Local Expertise
With operations in the United Kingdom and Türkiye, we bring together global standards and local market understanding to deliver effective training experiences across regions.

Expert Instructors with Real-World Experience
Our courses are delivered by certified trainers with extensive industry experience, ensuring you gain practical knowledge that can be applied immediately.

Corporate-Focused Training Approach
We specialize in training corporate teams, tailoring our programs to meet your organization’s goals, technologies, and project requirements.

Flexible Training Delivery Worldwide
We offer classroom, virtual classroom, and onsite training options globally, tailored to your organization’s needs.

Hands-On, Practical Learning
Our training sessions include real-world scenarios, case studies, and interactive exercises to ensure lasting understanding and skill development.

Proven Track Record
With over 10 years of experience, we have successfully trained professionals from leading organizations across different industries and regions.