Fundamentals of Big Data
This 3-day course is designed for people evaluating what NoSQL technologies and solutions they should start using in their organisation. It is the first step in a professional Data Science journey.
On this course you’re going to learn about different ways of modelling data. You are going to learn the difference between SQL and NoSQL solutions. You’re going to understand the most common NoSQL solutions, including Hadoop, and how you can develop, code and programme using them.
Eesmärk
For existing python developers and data analysts looking to up-skill into big data.
Sihtgrupp
Prior experience with Python is required
Experience working with data
Osalemise eeldused
Participation requirements
Koolituse sisu
- Introduction to Data Science
- Roles, Skills, Methods
- Asking and Answering Insight Questions
- Science in Business
- Python for Data Science
- Data Analytics & Statistical Inference
- Big Data with Neo4j
- Big Data with Hadoop
- Big Data with Spark
- Big Data with Mongo
- Analytics Case Study
Õpiväljundid
At the end of this course attendees will know:
- the Fundamentals of Data Science;
- the different data models;
- what is a NoSQL database;
- the different types of NoSQL databases;
- what is Hadoop;
- what is Spark.
At the end of this course attendees will be able to:
- speak the language of Data Scientist;
- use Python’s native data bases;
- query NoSQL databases using Python APIs;
- perform big data analysis using Hadoop and Spark.
Lisainfo
Koolitushind sisaldab:
- koolitust;
- õppematerjale;
- tunnistust.
Lisaks pakume:
- sooje jooke koos küpsistega;
- lõunasööki igal koolituspäeval.