- Keras (Neural Network Library)
- Transformers
- LLMs
- PyTorch (Machine Learning Library)
- Deep Learning
- Artificial Intelligence
- Neural Networks
IBM AI Engineering
Completed by Yan Pan
April 20, 2021
Approximately 4 months at 10 hours a week to completeYan Pan's account is verified. Coursera certifies their successful completion of IBM IBM AI Engineering Specialization.
Course Certificates Completed
AI Capstone Project with Deep Learning
Introduction to Deep Learning & Neural Networks with Keras
Introduction to Neural Networks and PyTorch
Machine Learning with Python
Scalable Machine Learning on Big Data using Apache Spark
Deep Learning with Keras and Tensorflow
What you will learn
Describe machine learning, deep learning, neural networks, and ML algorithms like classification, regression, clustering, and dimensional reductionÂ
Implement supervised and unsupervised machine learning models using SciPy and ScikitLearnÂ
Deploy machine learning algorithms and pipelines on Apache SparkÂ
Build deep learning models and neural networks using Keras, PyTorch, and TensorFlowÂ
Skills you will gain
Course Certificates
Earned after completing each course in the Specialization
AI Capstone Project with Deep Learning
IBM
Taught by: Alex Aklson & Joseph Santarcangelo
Completed by: Yan Pan by April 20, 2021
Introduction to Deep Learning & Neural Networks with Keras
IBM
Taught by: Alex Aklson
Completed by: Yan Pan by April 14, 2021
2 - 3 hours/week
Introduction to Neural Networks and PyTorch
IBM
Taught by: Joseph Santarcangelo
Completed by: Yan Pan by April 19, 2021
6 weeks of study, 2-3 hours/week
Machine Learning with Python
IBM
Taught by: SAEED AGHABOZORGI & Joseph Santarcangelo
Completed by: Yan Pan by April 13, 2021
5-6 weeks of study, 3-6 hours per week
Scalable Machine Learning on Big Data using Apache Spark
IBM
Taught by: Romeo Kienzler
Completed by: Yan Pan by April 14, 2021
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: Yan Pan by April 19, 2021
7 weeks of study, 3-4 hours per week