Illinois Tech
Data Analytics and Deep Learning Specialization
Illinois Tech

Data Analytics and Deep Learning Specialization

Master Data Analytics and Deep Learning Techniques. Learn advanced data preprocessing, big data technologies, and deep learning to build predictive models and analyze complex datasets.

Ming-Long Lam
Yousef Elmehdwi
Jawahar Panchal

Instructors: Ming-Long Lam

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Get in-depth knowledge of a subject
Intermediate level

Recommended experience

6 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

6 months to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • How to preprocess and analyze data using various techniques

  • Implementation of big data technologies like Hadoop and Spark

  • Application of deep learning models to solve complex problems

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Taught in English
Recently updated!

May 2025

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Specialization - 3 course series

What you'll learn

  • 1. Apply appropriate techniques for generating insights from data.

    2. Present actionable solutions with confidence to the business stakeholders.

Big Data Technologies

Course 297 hours

What you'll learn

  • Understanding and identifying use cases and domains of Big Data problems

  • Selecting and implementing technical solutions involving Big Data systems

  • Develop and use various open source software systems (Apache) in the Big Data tech stack

  • Operate and run various cloud computing software services (AWS) in the Big Data infrastructure space

Skills you'll gain

Category: Big Data
Category: Cloud Computing

Deep Learning

Course 357 hours4.6 (21 ratings)

What you'll learn

Instructors

Ming-Long Lam
Illinois Tech
1 Course1,280 learners

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Illinois Tech

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