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Machine Learning

VAct EmbCore
Development Board

VAct EmbCore Development Board is designed for embedded system development using ARM Cortex-M4 architecture. It supports CAN, SPI, I2C, UART, USB, and SD Card interfaces for real-time applications and data logging. The board is integrated with STM32CubeIDE for easy programming and debugging. It is ideal for students, developers, and embedded learning projects.

Our Services
& Solutions

Our Services include Embedded Systems Development, Industrial Automation & Control, Fuel Monitoring Systems, IoT Solutions, and Embedded Offshore Outsourcing services. We provide innovative and reliable technology solutions for real-time applications, smart automation, and next-generation embedded products tailored for industrial and learning environments.

Our Products
& Solutions

Our Products include advanced Vending Machine solutions for smart and automated dispensing applications. We provide Automatic Milk, Oil, Cool Drink, and Coffee Vending Machines with reliable and user-friendly operation. These machines are designed for commercial, industrial, and retail environments. They ensure efficient, hygienic, and high-performance dispensing technology.

VAct Technologies
Transforming Ideas

VAct Technologies transforms innovative ideas into complete product solutions with advanced design and development services. We deliver efficient solutions for industrial, automation, and embedded applications using modern and reliable technology. From concept to final product development, we ensure smart, innovative, and high-quality solutions.

Course Highlights

Machine Learning

Build Intelligent, Data-Driven Applications for Modern Industries

Acquire invaluable machine learning skills with our course, opening doors to diverse industries like technology, healthcare, finance, and marketing. Develop analytical thinking, critical problem-solving, and creativity for real-world challenges.

Our hands-on industrial projects ensure you’re not just learning but applying machine learning, enhancing your employability and success in related core industries.

Embedded Automotive Training Overview

WE ARE MORE THAN A TRAINING CENTER,
WE ARE A CAREER SHAPER

Our course is designed by Industry experts and comes with 100% placement assurance. Our course is designed in such a way that the candidates taking our #pictraining and #armtraining feels they are more than 1.5 years experienced. This enables them to face the interview for #embeddedjobs with confidence and clear the interviews. The candidates undergoing #embeddedtrainingcourse in our facility is equipped with #realtimeexamples like writing test code for Engine Control Unit (ECU), Infotainment system, Airbag controller etc., . Our embedded training also includes an introduction to the latest concepts like AUTOSAR, RTOS, Embedded Linux, Device drivers, Boot loader development etc

Secure Testing & Challenges

Interactive activities that promote safe and smart exploration.

Strong Base For All

Building early skills in a fun and engaging way to support future success.

Education Training

All-Round Personal Growth

Focus on emotional, social, and cognitive development.

Safe & Caring Environment

A nurturing atmosphere where children feel loved, encouraged, and secure.

Machine Learning and Deep Learning Syllabus

  • Machine Learning Basics and Software Environment
  • Data and its preprocessing
  • Public URL for Data & Collecting Data
  • Data Cleaning & Reduction
  • Data Normalization and Transformation

  • Correlation and Change Plot
  • Composition and Distribution Plot
  • Group and Deviation Plot

  • Regression: KNN Model & SVM Model
  • Classification: RF Model & NB Model
  • Model Evaluation
  • Model Boosting

  • Apriori Algorithm for Recommendation Systems
  • K-Means Clustering
  • Model Evaluation

  • Image Data and Preprocessing
  • Public URL and Collecting Image Data
  • Image Resize and Rescale
  • Image Enhancement & Augmentation

  • Feature Extraction Types
  • Statistical Features
  • Transform Features
  • Features Optimization

  • Machine Learning Classification: KNN Model & SVM Model
  • Deep Learning Classification: CNN Model & Transfer Learning Model
  • Hyperparameter tuning & Model Evaluation

  • K-Means Clustering for segmentation
  • YOLO Model for object detection and segmentation
  • Model Evaluation

  • Model Deployment frameworks and platforms
  • Construct Machine Learning or Deep Learning Model
  • Validate & Finalize ML/DL Models
  • Prepare Model for Deployment

  • Basic of MIT App Inventor & Mobile App Construction
  • Deploy Model in Mobile App
  • Cloud Deployment: Amazon Web Services (AWS) & Google Cloud Platform (GCP)
  • Building APIs for Model Deployment

  • Setting up CI/CD pipelines (GitHub Actions, Jenkins)
  • Integrating version control with deployment processes
  • Monitoring and Logging
  • Security and Authentication
  • Performance Optimization
Why Choose us

VAct Technologies Machine Learning Training Course

VAct Technologies Machine Learning Training Course provides industry-oriented training with real-time projects and hands-on practical exposure to make students job-ready in embedded and automotive technologies. Your Success Is Our Mission — at VAct Technologies, we are dedicated to helping you achieve your career goals with expert guidance and practical learning.p>

Embrace Excellence

Industry-oriented embedded systems training with real-time projects and practical learning experience.

Industry Collaboration

Training developed with automotive OEM standards and modern embedded technologies.

Why Choose VAct Technologies

Standardized Training

Learn using industry-standard VAct Auto Edge Development Boards and advanced tools.

Expert Guidance

Get mentorship, placement support, and career-focused training from experienced professionals.

VAct Technologies Certification
Professional Certification

Become a VAct Technologies
Certified Automotive
Embedded Professional

The automotive industry is evolving rapidly, with embedded systems at its core. To thrive in this competitive field, hands-on experience with industry-standard hardware, tools, and software is essential. At VAct Technologies, we bridge the gap between academia and industry by offering cutting-edge training on real-world automotive embedded systems.

Our AutoEdge Development Board provides students with practical exposure to AUTOSAR, CAN, LIN, FlexRay, UDS, and real-time diagnostics—the very technologies used by leading automotive companies. With access to the latest microcontrollers, industry-grade tools, and professional debugging environments, students gain the skills that employers demand.

By enrolling in our Certified Automotive Embedded Program, you will:

  • Work on real-world automotive protocols and embedded software
  • Gain expertise using the latest tools & debugging techniques
  • Learn from industry experts with hands-on project experience
  • Be job-ready for top roles in automotive embedded engineering

Transform your passion into a high-growth career with
VAct Technologies — where innovation meets expertise!

Our Instructors

Meet the Team Passionate
People, Exceptional Talents

Mr.Kumaravel Pandurangan

Founder Managing Directorr

Mr.Raj Pandrala

Presenter

Mr A Prabhakaran

Embedded Systems

Mr. Vijay

GenAi

Mr Sandeep

Automotive & Embedded Systems

Mr Sumitt

QnX & Embdded Linux

Placements

What Our Associates Say

Divakar.R

Hardware Design
Engineer

Our Associates

Divakar.R secured a role as a Hardware Design Engineer. With 7 years of experience, he has strong expertise in hardware design and development.

Dinesh Babu

Embedded
engineer

Our Associates

Dinesh Babu from Batch 51 secured a role as an Embedded Engineer. His technical skills and dedication helped him gain 2 years of successful industry experience.

Abinaya

Sr. SWE–
Automotive

Our Associates

Abinaya secured a role as Senior Software Engineer – Automotive. With 4.5 years of experience, she has strong expertise in automotive software and embedded technologies.

Mukesh.E

mech
design p3

Our Associates

Mukesh.E secured a Mechanical Design P3 role with an impressive salary package of 7 LPA. His 7 years of experience showcase his strong professional growth in mechanical design engineering.

KARTHICK T

Hardware Design
Engineer

Our Associates

KARTHICK T achieved placement as a Hardware Design Engineer. With 6.5 years of experience, he has gained strong expertise in hardware design and validation.

Balamurali

Mechancial Design
Engineer

Our Associates

Balamurali started his career as a Mechanical Design Engineer. His strong understanding of design concepts helped him excel in the mechanical industry.

Testimonial

Trusted by Global
Product Development Companies

The embedded systems training at VAct Technologies was very informative and practical. The real-time projects improved my technical skills and confidence.

Santhosh Selvam

Embedded Systems Trainee

VAct Technologies provided excellent guidance throughout my internship. The trainers explained every concept clearly with hands-on experience.

Mohan Ravi

Embedded Software Intern

The internship program helped me understand embedded systems and IoT applications in a practical way. The mentors were very supportive.

Swathy

Embedded & IoT Intern

I gained valuable knowledge in firmware development and embedded technology during my internship. The training sessions were interactive and useful.

Hema M

Embedded Systems Intern