Dell – Advanced Methods in Data Science & Big Data Analytics
Course Objectives
- Develop and execute MapReduce functionality
- Gain familiarity with NoSQL databases and Hadoop Ecosystem tools for analyzing large-scale, unstructured data sets
- Develop a working knowledge of Natural Language Processing, Social Network Analysis, and Data Visualization concepts
- Use advanced quantitative methods and apply one of them in a Hadoop environment
- Apply advanced techniques to real-world datasets in a final lab
Who Should Attend?
This course is intended for aspiring Data Scientists, data analysts that have completed the associate level Data Science and Big Data Analytics course, and computer scientists wanting to learn MapReduce and methods for analyzing unstructured data such as text.
Course Prerequisites
- Completion of the Data Science and Big Data Analytics course
- Proficiency in at least one programming language such as Java or Python
What’s included?
- Authorized Courseware
- Intensive Hands on Skills Development with an Experienced Subject Matter Expert
- Hands-on practice on real Servers and extended lab support 1.800.482.3172
- Examination Vouchers & Onsite Certification Testing- (excluding Adobe and PMP Boot Camps)
- Academy Code of Honor: Test Pass Guarantee
- Optional: Package for Hotel Accommodations, Lunch and Transportation
With several convenient training delivery methods offered, The Academy makes getting the training you need easy. Whether you prefer to learn in a classroom or an online live learning virtual environment, training videos hosted online, and private group classes hosted at your site. We offer expert instruction to individuals, government agencies, non-profits, and corporations. Our live classes, on-sites, and online training videos all feature certified instructors who teach a detailed curriculum and share their expertise and insights with trainees. No matter how you prefer to receive the training, you can count on The Academy for an engaging and effective learning experience.
Methods
- Instructor-Led (the best training format we offer)
- Live Online Classroom – Online Instructor-Led
- Self-Paced Video
Speak to an Admissions Representative for complete details
| Start | Finish | Public Price | Public Enroll | Private Price | Private Enroll |
|---|---|---|---|---|---|
| 12/8/2025 | 12/12/2025 | ||||
| 12/29/2025 | 1/2/2026 | ||||
| 1/19/2026 | 1/23/2026 | ||||
| 2/9/2026 | 2/13/2026 | ||||
| 3/2/2026 | 3/6/2026 | ||||
| 3/23/2026 | 3/27/2026 | ||||
| 4/13/2026 | 4/17/2026 | ||||
| 5/4/2026 | 5/8/2026 | ||||
| 5/25/2026 | 5/29/2026 | ||||
| 6/15/2026 | 6/19/2026 | ||||
| 7/6/2026 | 7/10/2026 | ||||
| 7/27/2026 | 7/31/2026 | ||||
| 8/17/2026 | 8/21/2026 | ||||
| 9/7/2026 | 9/11/2026 | ||||
| 9/28/2026 | 10/2/2026 | ||||
| 10/19/2026 | 10/23/2026 | ||||
| 11/9/2026 | 11/13/2026 | ||||
| 11/30/2026 | 12/4/2026 | ||||
| 12/21/2026 | 12/25/2026 | ||||
| 1/11/2027 | 1/15/2027 |
Curriculum
Duration
5 Days
Module 1: NetWorker Concepts & Architecture
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Reviewing the NetWorker benefit proposition.
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Component deep-dive: Server, Storage Nodes, Clients, and Management Consoles.
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Understanding data flow and the media database.
Module 2: Implementation and Deployment
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Planning the installation environment and prerequisites.
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Step-by-step installation on Windows and Linux platforms.
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Licensing models and initial configuration.
Module 3: Daily Administration
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Navigating NetWorker administrative interfaces (NMC and NWUI).
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Managing users, groups, and authentication (AuthC).
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Monitoring NetWorker daemons and service health.
Module 4: Backup and Recovery Operations
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Configuring protection groups, policies, and workflows.
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Performing manual and scheduled backups.
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Recovery workflows: Browsable, Save Set, and Directed recoveries.
Module 5: Media and Device Management
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Configuring backup devices (AFTD, Data Domain, Tape).
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Managing media pools and volume labeling.
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Implementing Cloning (replication) and Staging (data migration).
Module 6: VMware Integration
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Protecting virtual environments using vProxy appliances.
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Performing Image-level backups and Instant Access recoveries.
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Managing VMware policies and vCenter integration.
Module 7: Database Management and Server Recovery
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Maintaining the Client File Index and Media Database.
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Performing a “Server Disaster Recovery” (nsrdr) procedure.
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Log management and reporting for audit compliance.
