Drive Team Excellence with TinyML Corporate Training

Empower your teams with expert-led on-site/in-house or virtual/online TinyML Training through Edstellar, a premier TinyML training company for organizations globally. Our customized training program equips your employees with the skills, knowledge, and cutting-edge tools needed for success. Designed to meet your specific training needs, this TinyML group training program ensures your team is primed to drive your business goals. Transform your workforce into a beacon of productivity and efficiency.

TinyML, or Tiny Machine Learning, refers to the deployment of machine learning models on small, power-efficient devices such as microcontrollers and embedded systems. It helps organizations in industries like manufacturing, healthcare, and automotive achieve real-time, on-device intelligence for applications such as predictive maintenance, anomaly detection, and sensor data processing without relying heavily on cloud infrastructure. The TinyML training course enables professionals and teams to build, optimize, and deploy machine learning models on edge devices while ensuring efficiency, low latency, and data privacy.

Edstellar’s TinyML training course delivers a superior learning experience through virtual, onsite, and offsite modes, tailored to meet the operational requirements of each organization. The training is customizable to specific use cases and business needs, ensuring relevance and applicability. With expert instructors who bring strong industry experience, the course equips teams with hands-on, practical understanding, enabling confident application of TinyML solutions in real-world settings.

Get Customized Expert-led Training for Your Teams
Customized Training Delivery
Scale Your Training: Small to Large Teams
In-person Onsite, Live Virtual or Hybrid Training Modes
Plan from 2000+ Industry-ready Training Programs
Experience Hands-On Learning from Industry Experts
Delivery Capability Across 100+ Countries & 10+ Languages

Key Skills Employees Gain from instructor-led TinyML Training

TinyML corporate training will enable teams to effectively apply their learnings at work.

  • TinyML deployment
  • Microcontroller programming
  • Sensor data processing
  • Model optimization for low-power devices
  • TensorFlow Lite for Microcontrollers
  • Power-efficient ML model design
  • Hardware-software integration

Key Learning Outcomes of TinyML Training Workshop for Employees

Edstellar’s TinyML training for employees will not only help your teams to acquire fundamental skills but also attain invaluable learning outcomes, enhancing their proficiency and enabling application of knowledge in a professional environment. By completing our TinyML workshop, teams will to master essential TinyML and also focus on introducing key concepts and principles related to TinyML at work.


Employees who complete TinyML training will be able to:

  • Identify use cases where TinyML is more efficient than cloud ML
  • Manage memory and compute budgets in ML deployment
  • Convert traditional ML models to lightweight versions
  • Apply TinyML in fields like healthcare, manufacturing, and logistics
  • Integrate TinyML with existing IoT infrastructure
  • Ensure energy efficiency in on-device learning workflows

Key Benefits of the TinyML Group Training

Attending our TinyML classes tailored for corporations offers numerous advantages. Through our TinyML group training classes, participants will gain confidence and comprehensive insights, enhance their skills, and gain a deeper understanding of TinyML.

  • Develops the ability to implement machine learning models directly on microcontrollers and edge devices
  • Enables teams to optimize ML models for low-power, memory-constrained environments.
  • Equips employees with techniques for minimizing latency and ensuring real-time data processing on-device
  • Empowers teams to reduce dependence on cloud services and enhance data privacy
  • Builds proficiency in employees to maintain efficiency and performance in AI-enabled edge systems
  • Empowers teams to scale intelligent automation across edge environments in sectors such as healthcare, automotive, and manufacturing

Topics and Outline of TinyML Training

Our virtual and on-premise TinyML training curriculum is divided into multiple modules designed by industry experts. This TinyML training for organizations provides an interactive learning experience focused on the dynamic demands of the field, making it relevant and practical.

  1. Understanding TinyML
    • Define TinyML and its significance in edge computing
    • Explore the applications and business impact of TinyML
  2. Benefits and limitations
    • Advantages of on-device ML processing
    • Limitations in memory, power, and computation
  1. Microcontroller fundamentals
    • Key hardware concepts of microcontrollers (MCUs)
    • Role of MCUs in TinyML environments
  2. IoT and sensor integration
    • Connecting sensors to microcontrollers
    • Real-time data collection for ML
  1. Data preparation and model training
    • Collecting and preprocessing data for TinyML
    • Training lightweight models suitable for edge devices
  2. Model evaluation
    • Assessing model performance under constraints
    • Techniques to avoid overfitting in TinyML
  1. Introduction to TensorFlow lite micro
    • Key features of TFLite micro
    • Setting up the development environment
  2. Model deployment on microcontrollers
    • Converting and loading ML models on embedded hardware
    • Memory optimization strategies
  1. SIDE and SDK Usage
    • Using Arduino IDE, PlatformIO, or other toolchains
    • Understanding build pipelines for embedded ML
  2. Debugging and performance analysis
    • Debugging low-level issues in TinyML models
    • Profiling and benchmarking on-device inference
  1. Energy-efficient ML strategies
    • Reducing model complexity for lower power usage
    • Batch vs. real-time inference efficiency
  2. Hardware considerations
    • Selecting the right microcontroller and sensors
    • Impact of power constraints on model design
  1. Security in embedded AI systems
    • Common security threats in edge devices
    • Techniques for securing ML models on microcontrollers
  2. Data governance at the edge
    • Managing data access, privacy, and compliance
    • Role of federated learning in TinyML
  1. Use cases across industries
    • TinyML in manufacturing, healthcare, and retail
    • Predictive maintenance and anomaly detection
  2. Case study walk-throughs
    • Real-world TinyML deployments
    • Lessons learned and performance metrics

Who Can Take the TinyML Training Course

The TinyML training program can also be taken by professionals at various levels in the organization.

  • Machine Learning Engineers
  • IoT Engineers
  • Firmware Developers
  • AI Researchers
  • Robotics Engineers
  • Data Scientists
  • Systems Architects
  • AI Product Managers
  • Technical Program Managers
  • Smart Device Developers

Prerequisites for TinyML Training

Employees with a basic understanding of Python programming, machine learning concepts, and embedded systems will benefit most from the TinyML training. Familiarity with microcontroller architectures and experience in model development or deployment can also be advantageous for grasping advanced implementation techniques.

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Delivering Training for Organizations across 100 Countries and 10+ Languages

Corporate Group Training Delivery Modes
for TinyML Training

At Edstellar, we understand the importance of impactful and engaging training for employees. As a leading TinyML training provider, we ensure the training is more interactive by offering Face-to-Face onsite/in-house or virtual/online sessions for companies. This approach has proven to be effective, outcome-oriented, and produces a well-rounded training experience for your teams.

 Virtual trainig

Edstellar's TinyML virtual/online training sessions bring expert-led, high-quality training to your teams anywhere, ensuring consistency and seamless integration into their schedules.

With global reach, your employees can get trained from various locations
The consistent training quality ensures uniform learning outcomes
Participants can attend training in their own space without the need for traveling
Organizations can scale learning by accommodating large groups of participants
Interactive tools can be used to enhance learning engagement
 On-site trainig

Edstellar's TinyML inhouse training delivers immersive and insightful learning experiences right in the comfort of your office.

Higher engagement and better learning experience through face-to-face interaction
Workplace environment can be tailored to learning requirements
Team collaboration and knowledge sharing improves training effectiveness
Demonstration of processes for hands-on learning and better understanding
Participants can get their doubts clarified and gain valuable insights through direct interaction
 Off-site trainig

Edstellar's TinyML offsite group training offer a unique opportunity for teams to immerse themselves in focused and dynamic learning environments away from their usual workplace distractions.

Distraction-free environment improves learning engagement
Team bonding can be improved through activities
Dedicated schedule for training away from office set up can improve learning effectiveness
Boosts employee morale and reflects organization's commitment to employee development

Explore Our Customized Pricing Package
for
TinyML Corporate Training

Need the cost or quote for onsite, in-house, or virtual instructor-led corporate TinyML training? Get a customized proposal that fits your team's specific needs.

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        Edstellar: Your Go-to TinyML Training Company

        Experienced Trainers

        Our trainers bring years of industry expertise to ensure the training is practical and impactful.

        Quality Training

        With a strong track record of delivering training worldwide, Edstellar maintains its reputation for its quality and training engagement.

        Industry-Relevant Curriculum

        Our course is designed by experts and is tailored to meet the demands of the current industry.

        Customizable Training

        Our course can be customized to meet the unique needs and goals of your organization.

        Comprehensive Support

        We provide pre and post training support to your organization to ensure a complete learning experience.

        Multilingual Training Capabilities

        We offer training in multiple languages to cater to diverse and global teams.

        Testimonials

        What Our Clients Say

        We pride ourselves on delivering exceptional training solutions. Here's what our clients have to say about their experiences with Edstellar.

        "Edstellar's IT Service Management training has been transformative. Our IT teams have seen significant improvements through multiple courses delivered at our office by expert trainers. Excellent feedback has prompted us to extend the training to other teams."

        Liam Anderson
        HR Head,
        A Global Technology Company

        "Edstellar's quality and process improvement training courses have been fantastic for our team of quality engineers, process engineers and production managers. It’s helped us improve quality and streamline manufacturing processes. Looking ahead, we’re excited about taking advanced courses in quality management, and project management, to keep improving in the upcoming months."

        David Park
        Operational Manager,
        A Global High-Tech Engineering and Manufacturing Company

        "Partnering with Edstellar for web development training was crucial for our project requirements. The training has equipped our developers with the necessary skills to excel in these technologies. We're excited about the improved productivity and quality in our projects and plan to continue with advanced courses."

        Carlos Fernandez
        Technical lead,
        Global e-Learning Company

        "Partnering with Edstellar for onsite ITSM training courses was transformative. The training was taken by around 80 IT service managers, project managers, and operations managers, over 6 months. This has significantly improved our service delivery and standardized our processes. We’ve planned the future training sessions with the company."

        Ewan MacLeod
        IT Director,
        Innovative IT Company

        "Partnering with Edstellar for onsite training has made a major impact on our team. Our team, including quality assurance, customer support, and finance professionals have greatly benefited. We've completed three training sessions, and Edstellar has proven to be a reliable training partner. We're excited for future sessions."

        Rajesh Mehta
        Operational Manager,
        Sustainable Mobility Company

        "Edstellar's online training on quality management was excellent for our quality engineers and plant managers. The scheduling and coordination of training sessions was smooth. The skills gained have been successfully implemented at our plant, enhancing our operations. We're looking forward to future training sessions."

        David Harris
        Head of Quality Assurance,
        Leading IT Services Company

        "Edstellar's online AI and Robotics training was fantastic for our 15 engineers and technical specialists. The expert trainers and flexible scheduling across different time zones were perfect for our global team. We're thrilled with the results and look forward to future sessions."

        John Smith
        Head of Technology Development,
        Defense Technology Company

        "Edstellar's onsite process improvement training was fantastic for our team of 20 members, including managers from manufacturing, and supply chain management. The innovative approach, and comprehensive case studies with real-life examples were highly appreciated. We're excited about the skills gained and look forward to future training."

        James Carter
        Head of Operations,
        Global Food Company

        "Edstellar's professional development training courses were fantastic for our 50+ team members, including developers, project managers, and consultants. The multiple online sessions delivered over several months were well-coordinated, and the trainer's methodologies were highly effective. We're excited to continue our annual training with Edstellar."

        John Davis
        Head of Training and Development,
        Leading Tech Consultancy

        "Edstellar's IT service management training for our 30 team members, including IT managers, support staff, and network engineers, was outstanding. The onsite sessions conducted over three months were well-organized, and it helped our team take the exams. We are happy about the training and look forward to future collaborations."

        John Roberts
        Head of IT Operations,
        Leading Broadband Provider

        "Edstellar's office productivity training for our 40+ executives, including project managers and business analysts, was exceptional. The onsite sessions were well-organized, teaching effective tool use with practical approaches and relevant case studies. Everyone was delighted with the training, and we're eager for more future sessions."

        Andrew Scott
        Head of Training and Development,
        Leading Real Estate Firm

        "Edstellar's quality management training over 8 months for our 15+ engineers and quality control specialists was outstanding. The courses addressed our need for improved diagnostic solutions, and the online sessions were well-organized and effectively managed. We're thrilled with the results and look forward to more."

        Olivia Martin
        Head of Quality Assurance,
        Innovative Diagnostics Solutions Provider

        "Edstellar's digital marketing training for our small team of 10, including content writers, SEO analysts, and digital marketers, was exactly what we needed. The courses delivered over a few months addressed our SEO needs, and the online sessions were well-managed. We're very happy with the results and look forward to more."

        Emily Brown
        Head of Digital Marketing,
        Leading Market Research Firm

        "Edstellar's telecommunications training was perfect for our small team of 12 network engineers and system architects. The multiple online courses delivered over a few months addressed our needs for network optimization and cloud deployment. The training was well-managed, and the case studies were very insightful. We're thrilled with the outcome."

        Matthew Lee
        Head of Network Services,

        "Edstellar's professional development training was fantastic for our 50+ participants, including team leaders, analysts, and support staff. Over several months, multiple courses were well-managed and delivered as per the plan. The trainers effectively explained topics with insightful case studies and exercises. We're happy with the training and look forward to more."

        Sarah Mitchell
        Head of Training and Development,
        Leading Outsourcing Firm

        Get Your Team Members Recognized with Edstellar’s Course Certificate

        Upon successful completion of the TinyML training course offered by Edstellar, employees receive a course completion certificate, symbolizing their dedication to ongoing learning and professional development.

        This certificate validates the employee's acquired skills and is a powerful motivator, inspiring them to enhance their expertise further and contribute effectively to organizational success.

        Edstellar Certificate Template

        We have Expert Trainers to Meet Your TinyML Training Needs

        The instructor-led training is conducted by certified trainers with extensive expertise in the field. Participants will benefit from the instructor's vast knowledge, gaining valuable insights and practical skills essential for success in Access practices.

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