Coursera

This repository contains my coursework for various courses/specializations I completed (or currently taking) on Coursera

Specialization: Machine Learning Engineering for Production (MLOps)

Courses:

1. Introduction to Machine Learning in Production
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/Q72RPZG48CKC
2. Machine Learning Data Lifecycle in Production
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/VC76A2YAQTZB
3. Machine Learning Modeling Pipelines in Production
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/N3268PX9LMPK
4. Deploying Machine Learning Models in Production
   • Certificate: Ongoing

Specialization: Deep Learning

Certificate: https://www.coursera.org/account/accomplishments/specialization/certificate/95A5RPFS8YQT

Courses:

1. Neural Networks and Deep Learning
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/QZBXYSP27X28
2. Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/AXTREDM7B3AT
3. Structuring Machine Learning Projects
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/5QAWD8CVEY3E
4. Convolutional Neural Networks
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/J52AQDP68QLJ
5. Sequence Models
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/AFVR2FEN74L2

Specialization: Mathematics for Data Science

Certificate: https://www.coursera.org/account/accomplishments/specialization/certificate/B7WTZN4URXDP

Courses:

1. Discrete Math and Analyzing Social Graphs
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/V5WZ973H5788
2. Calculus and Optimization for Machine Learning
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/27ZJRDNVZKPG
3. First Steps in Linear Algebra for Machine Learning
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/232KJR6TRWPY
4. Probability Theory, Statistics and Exploratory Data Analysis
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/XA8JDZDBNUS2

Course: Machine Learning

• Certificate: https://www.coursera.org/account/accomplishments/certificate/PYZTVUTNUE8L

Course: Introduction to numerical analysis

• Certificate: https://www.coursera.org/account/accomplishments/certificate/GK8VVHEQCVRZ

Course: Introduction to Ordinary Differential Equations

• Certificate: https://www.coursera.org/account/accomplishments/certificate/773EBDVBEWQ9

Course: SQL for Data Science

• Certificate: https://www.coursera.org/account/accomplishments/certificate/WUE7LXR7E2S3

Course: Fundamentals of Scalable Data Science

• Certificate: https://www.coursera.org/account/accomplishments/certificate/Y3EB368DEGS6

Specialization: Data Structures and Algorithms

Courses:

1. Algorithm Toolbox
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/9CVG4UXR9UQN
2. Data Structures
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/Y5R47MRHPBF2
3. Algorithms on Graphs (TODO)
4. Algorithms on Strings (TODO)
5. Advanced Algorithms and Complexity (TODO)
6. Genome Assembly Programming Challenge (TODO)

Specialization: Software Design and Architecture Specialization

1. Object-Oriented Design
   • Certificate: https://www.coursera.org/account/accomplishments/certificate/G7LEGEAGGBS4
2. Design Patterns (TODO)
3. Software Architecture (TODO)
4. Service-Oriented Architecture (TODO)

Specialization: Full Stack Web Development

Courses:

1. HTML, CSS and JavaScript (Audited)
2. Front-End Web UI Frameworks and Tools (Audited)