IBM AI Engineering

Completed by Jefferson Yuhan Zhang

April 10, 2021

Approximately 2 months at 10 hours a week to complete

Course Certificates Completed

Building Deep Learning Models with TensorFlow

AI Capstone Project with Deep Learning

Introduction to Deep Learning & Neural Networks with Keras

Deep Neural Networks with PyTorch

Scalable Machine Learning on Big Data using Apache Spark

Machine Learning with Python

IBM AI Engineering

IBM

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View certificate for Jefferson Yuhan Zhang, 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

Building Deep Learning Models with TensorFlow

IBM

Taught by: Samaya Madhavan, JEREMY NILMEIER, Romeo Kienzler & Alex Aklson

Completed by: Jefferson Yuhan Zhang by April 9, 2021

4-5 hours/week

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AI Capstone Project with Deep Learning

IBM

Taught by: Alex Aklson & Joseph Santarcangelo

Completed by: Jefferson Yuhan Zhang by March 26, 2021

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Introduction to Deep Learning & Neural Networks with Keras

IBM

Taught by: Alex Aklson

Completed by: Jefferson Yuhan Zhang by April 3, 2021

2 - 3 hours/week

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Deep Neural Networks with PyTorch

IBM

Taught by: Joseph Santarcangelo

Completed by: Jefferson Yuhan Zhang by March 26, 2021

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Scalable Machine Learning on Big Data using Apache Spark

IBM

Taught by: Romeo Kienzler

Completed by: Jefferson Yuhan Zhang by April 10, 2021

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Machine Learning with Python

IBM

Taught by: SAEED AGHABOZORGI & Joseph Santarcangelo

Completed by: Jefferson Yuhan Zhang by March 26, 2021

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

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