AWS Udacity - AI Programming with Python (Nanodegree)
Key Information:
- AI Programming with Python (Nanodegree by Udacity)
- Funded by AWS AI/ML Scholarship (Phase 1 - Winter 2023)
- Among chosen 2,000 students from "AWS Deep Racer" challenge.
- Wroth $4,000.
- 5 month duration, 6 online courses, weekly connect sessions
- Knowledge Python programming, Machine Learning (ML), Deep Learning (DL); different data manipulation, visualisation, ML and DL libraries; Pytorch package for transformer and custom DL models
- 2 computer vision projects with DL
AWS Udacity - AWS Machine Learning Fundamentals (Nanodegree)
Key Information:
- AWS Machine Learning Fundamentals (Nanodegree by Udacity)
- Funded by AWS AI/ML Scholarship (Phase 2 - Summer 2024)
- Among chosen 500 students from Scholarship Phase 1.
- Wroth more than $4,000.
- 5 month duration, 4 online courses, weekly connect sessions
- Knowledge Machine Learning (ML), Deep Learning (DL), Convolutional Neural Network (CNN), ML Workflow with AWS (preprocessing to deployment automation), and related optimisation techniques using AWS cloud platform
- 4 projects with ML, DL and AWS cloud platform
Microsoft - Microsoft Certified: Azure AI Fundamental (AI900)
Key Information:
- Offered by Akkodis (Microsoft Skills and Certification Bootcamp 2024)
- 2 weeks training + certificate exam voucher
- Microsoft Azure, Azure cloud platform, Azure AI, Applid ML, Generative and responsible AI
Microsoft - Microsoft Certified: Azure Data Fundamental (DP900)
Key Information:
- Offered by Akkodis (Microsoft Skills and Certification Bootcamp)
- Extra certificate exam voucher from Microsoft Skills and Certification Bootcamp 2024 for best performers
- Microsoft Azure, Database Management, Azure Database, SQL, Microsoft SQL, Azure data storage
Kaggle - Intermediate Machine Learning
Key Information:
- Offered by Kaggle
- 14 hours, 7 Lessons
- Lessons + hands on practice test
- Intermediate level knowledge of ML: data preparation, cross validation, XGBoost, data leackage
Section Leader - Code in Place 2023
Key Information:
- Offered by Standford University (online)
- 6 weeks, 1.5 hours session per week
- Instructed student to help learning Python
- Teaching a variety of students from diverse background
g·tec - BCI & Neurotechnology Spring School 2022
Key Information:
- g·tec Neurotechnology Spring School 2022
- 10 days, 130 hours, 12 credits
- Academic and industrial topics
- Healthcare, Games, VR, Sports, Entertainment, Production, Education & Research industries
IEEE EMBS - Summer Camp 2022
Key Information:
- IEEE EMBS - Summer Camp 2022
- EMBS Students Activities Committee
- 8 days, 24 hours
- Recent and trending researches
- Healthcare, Sports, Production industries related researches
AppsBroker Academy - Google Cloud Fundamentals: Core Intrastructures
Key Information:
- Google Cloud Fundamentals
- Google Cloud Infrastructures
- Google Cloud IaaS
- Part-wise test
Intersect Australia - Data Manipulation with Python
Key Information:
- Intersect Australia & Deakin University collaboration initiative
- 3 hours
- Python, Numpy, Pandas
Intersect Australia - Data Visualisation with Python
Key Information:
- Intersect Australia & Deakin University collaboration initiative
- 3 hours
- Python, Matplotlib, Seaborn, Fundamental and advanced graphs/plots
Great Learning Academy - Datascience Foundation
Key Information:
- Great Learning Academy - Free course
- Datascience concepts
- Python, Numpy, Pandas
- Section-wise test
Great Learning Academy - Python for Machine Learning
Key Information:
- Great Learning Academy - Free course
- Machine learning concepts: Data cleaning, splitting, validation; Concepts of ML models; Result evaluation, scoring
- Python, Numpy, Pandas, Scikit-learn
- Section-wise test
Great Learning Academy - Machine Learning Algorithms
Key Information:
- Great Learning Academy - Free course
- Machine learning models
- Classification, regression, clustering
- Section-wise test
Great Learning Academy - Introduction to Deep Learning
Key Information:
- Great Learning Academy - Free course
- Deep learning fundamentals
- ANN, CNN, convolution, pooling, softmax, learning. loss, back-propagation
- Section-wise test
Great Learning Academy - Introduction to Tensorflow and Keras
Key Information:
- Great Learning Academy - Free course
- Deep learning fundamentals; Libraries: Tensorflow, Keras
- Implementation with Keras and tensorflow separately
- Section-wise test