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Data Analytics and Deep Learning
Coursera
Specialization
Unknown

Data Analytics and Deep Learning

Illinois Tech

This specialization equips data scientists and analysts with skills to preprocess data, handle big data technologies, and implement deep learning models through hands-on learning.

UnknownEnglish

About this Course

This specialization focuses on equipping data scientists and analysts with the skills to preprocess data, handle big data technologies, and implement deep learning models. Learners will gain hands-on experience in data preparation, analysis, and building neural networks for predictive analytics. Industry-relevant tools and techniques will be covered to ensure practical application in real-world scenarios

What You'll Learn

  • Understand data preprocessing and analysis techniques
  • Apply big data technologies such as Hadoop and Spark
  • Implement deep learning models for complex problem solving

Prerequisites

  • Basic familiarity with the topic and its terminology
  • Readiness to practice through applied exercises or case studies

Instructors

M

Ming-Long Lam

Y

Yousef Elmehdwi

Associate Teaching Professor of CS

J

Jawahar Panchal

Professor

G

Gady Agam

Topics

Data Analysis
Data Science
Machine Learning
Apache Hadoop
Apache Kafka
Apache Spark
Big Data
Convolutional Neural Networks
Data Cleansing
Data Infrastructure

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
التعلم الآلي
هادوپ
كافكا
سبارك
البيانات الضخمة
الشبكات العصبية التفافية
Data Cleansing
Data Infrastructure

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