Practical Machine Learning - Learn, Develop and Deploy
What you'll learn
- This course starts with fundamentals of supervised machine learning followed by regression analysis of house price dataset. Creation of machine learning model using Python and Dataiku Machine Learning Framework. Designing of website for house price prediction system. Deployment of website on Amazon Web Services EC2 cloud instance and integration of machine learning model with web application.
Requirements
- Basics of Python, Html Css and JQuery
Description
In this course we start from fundamentals of statistics, data science, data analytics and machine learning. We cover three machine learning benchmarks which you can use to extract knowledge from data to predict the future. We use house price dataset to perform data analysis and build machine learning model. The best part of the course is it doesn't end with machine learning model, instead you will design a web application, integrate your machine learning model and deploy your machine learning application on amazon web services EC2 cloud for worldwide access.
Who this course is for:
- Students planning to start with data science and machine learning and seeking to implement a live project from development to deployment on amazon web services cloud
Instructor
![Devanshu Shukla](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.5 Instructor Rating
- 1 Review
- 40 Students
- 1 Course
Certifications & Credentials:
• Certified Information System Security Expert, Defcon
• Member to Voice over Internet Protocol Security Alliance.
• Android Certified Developer.
• Hurricane Electric Certified IPv6 Sage.
• Rackspace Certified Cloud Developer.
• Certified Security Expert, Centre for Internet Security, USA
• Android Application Developer, IBM Developer Works, IBM India.
• Certified Member, IEEE, Advanced Technology for Humanity
• Certified Member, Software & Systems Engineering Standards Committee
• Certified Member, Test Technology Technical Council, Test Design, Software
• Certified Member, Committee for Business Informatics and Systems
• Certified Member, Technical Committee for Security and Privacy
• Certified Member, IEEE Computer Society
• Certified Member, Computer Architecture Technical Committee
Projects Developed and Managed:
• Voice over Internet Protocol Security – Voice over Internet Protocol Security Alliance.
• Paratrooper Locator System, ADRDE, Govt. of India, New Delhi
• Next Generation Computing, Sixth Sense Applications.
• Intel Processors Software Security for Intel Inc.
• Android Platform based Intel Board Software Security, Intel Inc.
• Microsoft Windows Azure Security Implementations at VMDD Technologies (Microsoft
Certified Partner)
• Android Application and EPUB Development, IBM Freelance Developer.
• SWAP, Software Wireless Access Point, Microsoft
• Multi-OS, Custom Operating System Development for Linux Mobile Platform.
• Firmware Reverse Analysis Software Tool for Analyzing Access Points.
• Provided Security Benchmarks for Linux Platform, Windows 7 & Windows 8 Platform.
• TCP-IP, Bluetooth, Wi-Fi technology based Single Board Computers Applications based on
Rabbit Microcontrollers.
• Stability Measurement System, LASTEC, DRDO
• Mozilla Firefox Cross Site Scripting Security & Browser Security, Mozilla Browser
• Automatic Text Classification and Focused Crawling Software
• Voice Recognition and Synthesis Application for Hindi Language
• Character Recognition Application to Extract Natural Text from Physical Media using
Conventional Cameras
• Data Miner: Web Based Data Mining Analysis Services Solution. Projects Developed and Managed:
• Voice over Internet Protocol Security – Voice over Internet Protocol Security Alliance.
• Paratrooper Locator System, ADRDE, Govt. of India, New Delhi
• Next Generation Computing, Sixth Sense Applications.
• Intel Processors Software Security for Intel Inc.
• Android Platform based Intel Board Software Security, Intel Inc.
• Microsoft Windows Azure Security Implementations at VMDD Technologies (Microsoft
Certified Partner)
• Android Application and EPUB Development, IBM Freelance Developer.
• SWAP, Software Wireless Access Point, Microsoft
• Multi-OS, Custom Operating System Development for Linux Mobile Platform.
• Firmware Reverse Analysis Software Tool for Analyzing Access Points.
• Provided Security Benchmarks for Linux Platform, Windows 7 & Windows 8 Platform.
• TCP-IP, Bluetooth, Wi-Fi technology based Single Board Computers Applications based on
Rabbit Microcontrollers.
• Stability Measurement System, LASTEC, DRDO
• Mozilla Firefox Cross Site Scripting Security & Browser Security, Mozilla Browser
• Automatic Text Classification and Focused Crawling Software
• Voice Recognition and Synthesis Application for Hindi Language
• Character Recognition Application to Extract Natural Text from Physical Media using
Conventional Cameras
• Data Miner: Web Based Data Mining Analysis Services Solution.
• Improved K-Means Clustering with Dual Genetic Algorithms.
• Geographic Information System, DRDO
• Airborne Radar Display Software, DRDO
• Mobile Workforce Manager Project, AP Networks, Sony, India
• E-learning website monitoring and enhancement system
• Artificially intelligent student employability system
• Cloud learning management system for real time skills development and monitoring
• Various Projects for DRDO, Delhi under VMDD Technologies.
Associated Industries:
• Microsoft, Microsoft Certified Partner
• Intel Software Partner
• IBM Freelance Developer
• Cisco Systems
• Linux Professional Institute
• Project Management Institute
• Information System Security Council
• Defcon Hacking Conference, National Coordinator, New Delhi, India
• Defence Research Development Organization, Metcalfe House, Delhi
Talks & Conferences:
Information Security and Ethical Hacking, IIT Delhi, (Department of Electrical Engineering)
under Dr. Ranjan Bose
• Information Security, D U, Delhi (Computer Science dept.)
Under Prof Vasudha Bhatnagar (HOD-CS)
• Information Security, DCE, Delhi (DTU) - (IT Department)
Under Dr OP Verma HOD-IT)
• Cloud Computing Applications Development, IGIT, Kashmere Gate, Delhi
(I P University ) Under Prof Rishabh
• Information Security, MAIT, Delhi (IP University) Under Dr ML Sharma (HOD-IT)
• Current Trends in Signal Processing, Information Security, GTBIT, Delhi
(IP University) Under Prof Vaneet Singh (HOD-ECE)
• Information Security, SGTBIMIT, Delhi (IP University) Under Prof Supreet Kaur
• Android Forensics & Malware Security, BPIT, Delhi, (IP University)
Under Prof Baharni (TPO)
• Information Security, DIAS, Delhi (IP University)
Under Prof Barkha Bahl (HOD-MCA)
• Information Security Trends & Security Issues, KPEC, Agra
• National Seminar on Information Security, GIBS, Rohini
• Android Forensics & Malware Security, Rajiv Academy of Engineering and Technology, Agra
(under Mr Vikas TPO)
• Cloud Computing Applications Development, AMITY, Gwalior, Vivek Parashar
• Android Forensics, JIMS, Sector-5, Rohini, New Delhi-110085
(Under Lect. Geetanjali)
• Android Forensics, Galgotias University, Greater Noida (Dr. B.K.Gupta, HOD MCA)
• Information Security Trainings, IMR College of Engineering, Ghaziabad
• Android Malware Security, BPIT, Sector-17, Rohini, New Delhi
• Faculty Development Program on Cloud Computing Technology at Maharaja Agarsen Institute
of Technology, New Delhi.
• No Touch Next Generation Technology for Users at Hackveda AppSec Labs
• Sixth Sense Application Development FDP at MSIT, New Delhi
• Gitarattan International Business School, New Delhi, Prof. Nitin Jain ( MCA Dept ).
• Rukmani Devi Institute for Advanced Studies, Delhi, (MCA, Department)
• Next Generation Applications Development & Cloud Technology, Galgotias College of
Engineering and Technology, Greater Noida, Uttar Pradesh
• Vivekananda Institute of Professional Studies, Delhi
• A lot of other programs have been conducted by Mr. Devanshu Shukla.