Data, AI and Machine Learning (ML) Certifications - Firebrand's training for EMC's Data Science Associate

• Introduction and the Course Agenda
• Introduction to Big Data Analytics
• Big Data Overview
• State of the Practice in Analytics
• The Data Scientist
• Big Data Analytics in industry verticals
• The Data Analytics Lifecycle
• Discovery
• Data Preparation
• Model Planning
• Model Building
• Communicating results
• Operationalising
• Review of Basic Data Analytic methods Using R
• Introduction to R
• Analysing and Exploring the Data
• Statistics for Model Building and Evaluation
• Advanced Analytics - Theory and Methods
• K-Means Clustering
• Association Rules
• Linear Regression
• Logistic Regression
• Naïve Bayesian Classifier
• Decision Trees
• Time Series Analysis
• Text Analysis
• Advanced Analytics - Technologies and Tools
• Analytics for Unstructured Data: MapReduce and Hadoop
• The Hadoop Ecosystem
• In-database Analytics - SQL Essentials
• Advanced SQL and MADlib for In-database Analytics
• The Endgame, or Putting it All Together
• Operationalizing an Analytics Project
• Creating the Final Deliverables
• Data Visualization Techniques
• Final Lab Exercise on Big Data Analytics

Your accelerated course includes:

• Accommodation *
• Meals, unlimited snacks, beverages, tea and coffee *
• On-site exams **
• Exam vouchers **
• Practice tests **
• Certification Guarantee ***
• Courseware
• Up-to 12 hours of instructor-led training each day
• 24-hour lab access
• Digital courseware **

* For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
** Some exceptions apply. Please refer to the Exam Track or speak with our experts.
*** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.

Seven reasons why you should sit your course with Firebrand Training

1. Two options of training. Choose between residential classroom-based, or online courses
2. You'll be certified fast. With us, you’ll be trained in record time
3. Our course is all-inclusive. A one-off fee covers all course materials, exams**, accommodation* and meals*. No hidden extras.
4. Pass the first time or train again for free. This is our guarantee. We’re confident you’ll pass your course the first time. But if not, come back within a year and only pay for accommodation, exams and incidental costs
5. You’ll learn more. A day with a traditional training provider generally runs from 9 am – 5 pm, with a nice long break for lunch. With Firebrand Training you’ll get at least 12 hours/day of quality learning time, with your instructor
6. You’ll learn faster. Chances are, you’ll have a different learning style to those around you. We combine visual, auditory and tactile styles to deliver the material in a way that ensures you will learn faster and more easily
7. You’ll be studying with the best. We’ve been named in the Training Industry’s “Top 20 IT Training Companies of the Year” every year since 2010. As well as winning many more awards, we’ve trained and certified over 135,000 professionals

• For residential training only. Doesn't apply for online courses
  ** Some exceptions apply. Please refer to the Exam Track or speak with our experts

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