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Overview

This course provides practical foundation level training that enables immediate and effective participation in Big Data and other analytics projects. It includes an introduction to Big Data and the data analytics lifecycle to address business challenges that leverage Big Data.

The course provides grounding in basic and advanced analytic methods and an introduction to Big Data analytics technology and tools, including MapReduce and Hadoop. Labs offer opportunities for students to understand how these methods and tools may be applied to real world business challenges by a practicing data scientist.

The course takes an “open”, or technology-neutral approach and includes a final lab which addresses a big data analytics challenge by applying the concepts taught in the course in the context of the data analytics lifecycle.
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What You'll Learn

Upon successful completion of this course, participants should be able to:

  • Immediately participate as a data science team member.
  • Work with large data sets and generate insights.
  • Build predictive and classification models.
  • Manage a data analytics project through the entire lifecycle.

Who Should Attend

This course is intended for individuals seeking to develop an understanding of Data Science from the perspective of a practicing Data Scientist, including:

  • Managers of teams of business intelligence, analytics, and big data professionals.
  • Current Business and Data Analysts looking to add big data analytics to their skills.
  • Data and database professionals looking to exploit their analytic skills in a big data environment.
  • Recent college graduates and graduate students with academic experience in a related discipline looking to move into the world of data science and big data.

Individuals seeking to take advantage of the EMC Proven™ Professional Data Scientist Associate (EMCDSA) certification.
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Prerequisites

To complete this course successfully and gain the maximum benefits from it, a student should have the following knowledge and skill sets:

  • A strong quantitative background with a solid understanding of basic statistics, as would be found in a statistics 101 level course.
  • Experience with a scripting language, such as Java, Perl, or Python (or R). Many of the lab examples taught in the course use R (with an RStudio GUI), which is an open source statistical tool and programming.
  • Experience with SQL.

Learning Journey

Coming Soon...

Module 1 - Introduction to Big Data analytics

  • Big Data and its characteristics Lesson
  • Business value from Big Data
  • Data scientist

Module 2 – Data Analytics Lifecycle

  • Data analytics lifecycle overview
  • Discovery phase
  • Data preparation phase
  • Model planning phase
  • Model building phase
  • Communicate results phase
  • Operationalize phase

Module 3 – Basic data analytics methods using R

  • Introduction to the R programming language
  • Analyzing and exploring data
  • Statistics for model building and evaluation

Module 4– Advanced analytics theory and methods

  • Introduction to advanced analytics—theory and methods
  • K-means clustering
  • Association rules
  • Linear regression
  • Logistic regression
  • Text analysis
  • Naïve Bayes
  • Decision trees
  • Time series analysis

Module 5 - Advanced analytics—technology and tools

  • Introduction to advanced analytics—technology and tools
  • Hadoop ecosystem
  • In-database analytics SQL essentials
  • Advanced SQL and MADlib

Module 6 - Putting it all together

  • Preparing to operationalize
  • Preparing project presentations
  • Data visualization techniques

The course prepares the student for the Dell EMC Proven™ Professional Data Scientist Associate (EMCDSA) certification exam.

Frequently Asked Questions (FAQs)

  • Why get Dell EMC certified?

    Dell EMC certifications validate your skills and expertise in managing and optimizing Dell EMCs industry-leading IT infrastructure solutions.

    These certifications demonstrate your commitment to professional development and can open doors to new career opportunities in data storage, data protection, servers, networking, and cloud technologies.

  • What to expect for the examination?

    Dell EMC offers a variety of certification exams across different technology tracks and skill levels.

    The exams typically consist of multiple-choice questions, and some may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.

    Note: Certification requirements and policies may be updated by Dell EMC from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • How long is Dell EMC certification valid for?

    Most Dell EMC Proven Professional certifications do not expire. They will continue to be valid as issued, and you don't need to recertify.

    However, certain certifications achieved in 2022 or 2023 may be eligible for a new skill certification under Dell's updated program.

    For any certifications that do expire, the expiration date will be clearly noted in the candidate's CertTracker account. You will also receive notification emails about upcoming expirations.

    Note: Certification requirements and policies may be updated by Dell EMC from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.

  • Why take this course with Trainocate?

    Here’s what sets us apart:

    - Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 16 countries (and counting!).

    - Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.

    - Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.

    - Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.

    - Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.

    - Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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