Machine learning - OpenCV based IOT using Raspberry pi
What you'll learn
- Supervised learning using OPEN CV
- Internet of things using Raspberry Pi
- Configuring and acquiring data from sensor(s) by interfacing with Raspberry Pi
- Developing voice control interface for IOT application
- How Supervised learning can be used in IOT applications
- Basic Programming knowledge particularly Python & Linux command line commands
- Basic understanding of Electronic component , circuits
- Raspberry Pi 3 board, 220 ohm resistors, 1 Uf capacitor, LDR sensor, LED, some jumper cables.
You will find course in Supervised machine learning course - OPEN CV generally for computer. But, hardly you will find an integrated course which covers Internet of things based on supervised machine learning output. In really, for machine learning in real time has no meaning when it works with simulated data. Getting real time data be in from Sensor or an Application, poses it own challenges and this is generally over looked while learning about machine learning.
This unique covers covers both Supervised machine learning and Internet of things using Raspberry pi.
There is a growing demand for these kind of application, For example:
Building automation - Switch on Electrical device such as lighting and temperature control instrument when human being in present.
Attendance marking based on automatically identification of an employee.
Identify parking free parking lots.
Identify number plate in car.
Prevent Crime - Identify a person with criminal record.
And many more.
All these operate on combination of supervised learning technique coupled with IOT.
Hence this course covers supervised learning coupled with IOT from a building building automation perspective. Once participants are clear about the concept they can then develop /extend it for other applications listed above or on the other machine learning algorithms.
Additionally, voice control IOT application is also growing at a rapid pace. This course also covers topic related to building voice based IOT application using Raspberry pi and other open source software and platforms like OPEN CV, Google assistant, Adafruit IO platform, IFTTT.
Who this course is for:
- Beginner interested to understand Machine Learning particularly Supervised Machine learning.
- Interested to learn Internet of things
- Those interested to know as how Supervisory machine learning can be used IOT application
- Students with background in Computer Science and Electronics
Having over 25 + years of IT industry experience (Product development, Consulting & Training).
His last engagement was with Oracle India (initially with consulting and then with Oracle university) , which was for more than 12 years. Prior to this, had worked with Cap Gemini (formerly iGate Global Solution), GE to name a few.
Had managed projects and programs in Enterprise Resource Planning and Business Intelligence implementations in the range of 3000 man days with revenue about 6mil US$ per year. These projects are on industry domains, such as Oil and Gas, Process Manufacturing, Hi-Tech Retail & Telecom across the globe.
Was awarded with "pace setter" , "best managed " project awards in recognition of efforts in project management.
He was also instrumental in design, development and roll-out of Graduate Hire program on Oracle Products stack for partner IT services companies in recent times.
Right from college was fascinated about devices and sensor interaction with computer, which made him focus on micro-controller in early 90's and that eventually attracted him towards field of Internet of things and Machine learning, AI these days.
Due to his vast experience, he has crafted varied unique courses in Udemy related project management, Internet of things, ERP & BI, Database modeling and design, SQL, Linux and more importantly on Cloud Infrastructure. Has plans to create more, as his passion has been on knowledge acquisition and sharing.
He is certified as
Oracle Cloud Infrastructure 2021 Architect Professional.
Oracle Cloud Infrastructure 2021 Architect Associate.
Oracle Cloud Infrastructure 2021 Cloud Operations Associate.
Oracle Cloud Infrastructure Security 2021 Certified Associate
Oracle Autonomous Database Cloud 2021 Certified Specialist
Oracle Machine Learning using Autonomous Database 2021 Certified Specialist
Also certified in Python, IOT by NPTEL (Govt of India ) recently.
He holds a degree in engineering (Computer science) with MBA and a certified PMP since 2007