IBM AI Engineering

Completed by Sunil Boopalan

December 28, 2021

Approximately 4 months at 10 hours a week to complete

Course Certificates Completed

Introduction to Deep Learning & Neural Networks with Keras

Introduction to Computer Vision and Image Processing

AI Capstone Project with Deep Learning

Introduction to Neural Networks and PyTorch

Machine Learning with Python

Deep Learning with Keras and Tensorflow

IBM

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110K Students Enrolled

View certificate for Sunil Boopalan, IBM AI Engineering, offered through Coursera. Learners who have completed this 6 course Professional Certificate have a practical understanding of Machine Learning (ML) & Deep Learning (DL). They have technical skills to start a career in AI Engineering, and can:
•	Implement ML algorithms including Classification, Regression, Clustering, and Dimensional Reduction using scipy & scikitlearn
•	Perform ML on Big Data and deploy ML Algorithms and Pipelines on Apache Spark
•	Demonstrate understanding of Deep Learning models such as autoencoders, restricted Boltzmann machines,  convolutional networks, recursive neural networks, and recurrent networks
•	Build deep learning models and neural networks using Keras, PyTorch and Tensorflow libraries
•	Demonstrate ability to present and communicate outcomes of deep learning projects

Course Certificates

Earned after completing each course in the Specialization

Introduction to Deep Learning & Neural Networks with Keras

IBM

Taught by: Alex Aklson

Completed by: Sunil Boopalan by December 27, 2021

2 - 3 hours/week

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Introduction to Computer Vision and Image Processing

IBM

Taught by: Aije Egwaikhide & Joseph Santarcangelo

Completed by: Sunil Boopalan by December 27, 2021

6 weeks of study, 3-4 hours/week (Approximately 15 hours to complete)

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AI Capstone Project with Deep Learning

IBM

Taught by: Alex Aklson & Joseph Santarcangelo

Completed by: Sunil Boopalan by December 28, 2021

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Introduction to Neural Networks and PyTorch

IBM

Taught by: Joseph Santarcangelo

Completed by: Sunil Boopalan by December 27, 2021

6 weeks of study, 2-3 hours/week

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Machine Learning with Python

IBM

Taught by: SAEED AGHABOZORGI & Joseph Santarcangelo

Completed by: Sunil Boopalan by December 27, 2021

5-6 weeks of study, 3-6 hours per week

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Deep Learning with Keras and Tensorflow

IBM

Taught by: Samaya Madhavan, Ricky Shi, Alex Aklson, Romeo Kienzler, Joseph Santarcangelo, Wojciech 'Victor' Fulmyk & JEREMY NILMEIER

Completed by: Sunil Boopalan by December 27, 2021

7 weeks of study, 3-4 hours per week

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