Course Outline
Day 1 :
- what is fuzzy logic
- why fuzzy logic is useful,
- can fuzzy logic save power?
- extract facts from nearby points
- difference between fuzzy and propability
- fuzzy rules
Day 2:
- fuzzy sets
- logical and, or, not operation on fuzzy sets
- fuzzification
- defuzzification
- example for loan system
Day 3:
- example of control systems using fuzzy logic
- fuzzy matrix and fuzzy rule base
- combining fuzzy rules
- fuzzy logic and senstivity analysis
Day 4:
- data mining using fuzzy sets
- fuzzy calssification/decision trees
- fuzzy assoiciation rules mining
- clustering using fuzzy logic
- data visulization using fuzzy sets and fuzzified values
Requirements
General knowledge about computer science, binary logic reasoning, and how to infer from a set of rules
Testimonials (25)
Working from first principles in a focused way, and moving to applying case studies within the same day
Maggie Webb - Department of Jobs, Regions, and Precincts
Course - Artificial Neural Networks, Machine Learning, Deep Thinking
trainer very knowledgeable clear classes explains the importance of learn the topic gives enough background on topic
Li Fang Bren Ong - DBS Bank Limited
Course - Ant Design
I really liked the i like his explanation.
Yang Bunleng
Course - Blockchain Development: From Ethereum to Hyperledger
not intimidating
Jaztin - Flo Energy
Course - Business Process Modelling in BPMN 2.0
1. Very detailed course 2. Very well-informed trainer 3. Great explanations and examples
Byron Pisani - Manulife
Course - Chef Configuration Management
Would like to thank Trainer Abhi for this fruitful training. Appreciate him trying to get to know all the attendees so he can better cater the training to our needs. Love how there was a balance of theory and activities that keep us engaged. And how contents were straight to the point and concise.
Rainey Clarecia - Talentvis
Course - Communicating and Influencing - For Managers and Team Leaders
Good coverage of the topic
Steven Irrgang - Raytheon Australia
Course - Writing Simpler Cleaner Code with C++ 17
I enjoyed the exercises session the most as I get to understand how to apply. Would definitely enjoyed it more if there are more combination exercises :)
Joan Ng
Course - Data Preparation with Alteryx
The structure from first principles, to case studies, to application.
Margaret Webb - Department of Jobs, Regions, and Precincts
Course - Introduction to Deep Learning
The trainer highlighted the really important concepts in software architecture with quizzes. The high-level perspective on effective implementation of software development cycle starting from requirements elicitation to unit testing is very refreshing to data scientist without much experience in software development.
Kok Cheong Cheng - DBS Bank
Course - Design Patterns
The flexibility to look at real examples - outside of the courseware content.
Craig Ford - Baiada Poultry Pty Limited
Course - Introduction to Enterprise Architectures
Sufficient hands on, trainer is knowledgable
Chris Tan
Course - A Practical Introduction to Stream Processing
IOT applications
Palaniswamy Suresh Kumar - Makers' Academy
Course - Industrial Training IoT (Internet of Things) with Raspberry PI and AWS IoT Core 「4 Hours Remote」
It was clear and well documented
Vince Leoncio - IE Company
Course - JMeter Advanced
Clearly explained theory combined with trainer enthusiastically recounting his past experience, making the concepts much more relatable / memorable. Friendly and passionate trainer.
Jacob Tan - Singapore Management University
Course - Leadership Development for Engineers
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CHU YAN LEE - PacificLight Power Pte Ltd
Course - MITRE ATT&CK
Interesting knowledge
Gabriel - MINDEF
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Trainer very engaging and knowledgeable
Effendy Bin Ahmad sata - SBS transit
Course - Basic Network Troubleshooting Using Wireshark
It felt like we were going through directly relevant information at a good pace (i.e. no filler material)
Maggie Webb - Department of Jobs, Regions, and Precincts
Course - Introduction to the use of neural networks
Good exercises
Hui Yi Neo - Titansoft Pte Ltd
Course - Object Oriented Design using Design Patterns
step by step examples, byte size information
Esmadee Bin Ismail - SBS transit
Course - PostgreSQL Administration and Development
Trainer was very knowlegable and very open to feedback on what pace to go through the content and the topics we covered. I gained alot from the training and feel like I now have a good grasp of image manipulation and some techniques for building a good training set for an image classification problem.
Anthea King - WesCEF
Course - Computer Vision with Python
very comprehensive in regards to doing data analysis using python
Mervin Lau - MINDEF
Course - Python for Data Analysis
Trainer was accommodative. And actually quite encouraging for me to take up the course.
Grace Goh - DBS Bank Ltd
Course - Python in Data Science
Plenty of examples - and the trainer willing to bend backwards to help us with topics we were weaker in.