Machine Learning for Robotics Training Course

This instructor-led, live training in India (available online or onsite) is designed for data scientists and software engineers who wish to use AdaBoost to develop boosting algorithms for machine learning with Python.

By the end of this training, participants will be able to:

• Set up the necessary development environment to begin building machine learning models with AdaBoost.
• Understand the ensemble learning approach and how to implement adaptive boosting.
• Learn how to build AdaBoost models to boost machine learning algorithms in Python.
• Use hyperparameter tuning to increase the accuracy and performance of AdaBoost models.

Drones and photogrammetry have become indispensable tools for high-precision infrastructure supervision. By integrating advanced geodesy principles, real-time modeling, and high-accuracy drone mapping, professionals can significantly enhance their insight, accuracy, and productivity within construction environments.

This instructor-led live training, available either online or on-site, is designed for intermediate to advanced professionals looking to apply sophisticated drone and photogrammetry workflows. These include geodetic controls and high-precision mapping techniques tailored for complex infrastructure projects.

Upon completion of this training, participants will be able to:

• Implement advanced photogrammetric methods, including RTK/PPK workflows and ground control calibration.
• Integrate geodetic reference systems and projections suitable for large-scale infrastructure sites.
• Design precision flight missions adapted to complex terrain and infrastructure geometry.
• Analyze photogrammetry data using GIS software to track structural health, deformation, and compliance.

Format of the Course

• Interactive lectures and discussions.
• Advanced exercises and real-world case studies.
• Hands-on implementation using drone data and modeling tools.

Course Customization Options

• To request customized training for this course, please contact us to arrange.

This instructor-led, live training in India (online or onsite) is aimed at engineers and developers who wish to design, develop, and test aerial vehicles through exploring various aerial robotics concepts and tools.

By the end of this training, participants will be able to:

• Understand the basics of aerial robotics.
• Model and design UAVs and quadrotors.
• Learn about the basics of flight control and motion planning.
• Learn how to use different simulation tools for aerial robotics.

This instructor-led live training (online or onsite) is aimed at technical professionals with a machine learning background who wish to optimise models for detecting complex patterns in big data using AutoML frameworks.

This instructor-led live training in India (online or onsite) is aimed at participants with varying levels of expertise who wish to leverage Google's AutoML platform to build customized chatbots for various applications.

By the end of this training, participants will be able to:

• Understand the fundamentals of chatbot development.
• Navigate the Google Cloud Platform and access AutoML.
• Prepare data for training chatbot models.
• Train and evaluate custom chatbot models using AutoML.
• Deploy and integrate chatbots into various platforms and channels.
• Monitor and optimize chatbot performance over time.

This instructor-led, live training in India (online or onsite) is aimed at data scientists and data analysts who wish to automate, evaluate, and manage predictive models using DataRobot's machine learning capabilities.

By the end of this training, participants will be able to:

• Load datasets in DataRobot to analyze, assess, and quality check data.
• Build and train models to identify important variables and meet prediction targets.
• Interpret models to create valuable insights that are useful in making business decisions.
• Monitor and manage models to maintain an optimized prediction performance.

This instructor-led, live training in India (online or onsite) is designed for individuals who wish to understand the fundamentals of UAS and apply drone technology in planning, operations, management, and analysis for various industries.

Upon completion of this training, participants will be able to:

• Acquire foundational knowledge of UAVs and drones.
• Understand drone classifications and applications to identify suitable UAVs for specific needs.
• Assess delivery options and regulatory frameworks to ensure the smooth operation of drones.
• Comprehend the risks and ethical considerations associated with using drone technology.
• Explore future applications and capabilities of UAVs, including their integration with other technologies.

This instructor-led live training in India (online or onsite) is tailored for beginner to intermediate-level participants aiming to learn how to utilize drones and photogrammetry techniques for infrastructure supervision in construction projects.

By the end of this training, participants will be able to:

• Understand the fundamentals of drones and photogrammetry.
• Develop and execute drone flight plans for construction sites.
• Perform photogrammetry tracking and create detailed maps and 3D models.
• Use photogrammetry data for infrastructure supervision and issue detection.
• Apply drone technology to improve construction site safety and efficiency.

This instructor-led, live training in India (available online or onsite) is designed for agriculture technicians, researchers, and engineers who wish to apply aerial robotics to optimise data collection and analysis for agriculture.

Upon completion of this training, participants will be able to:

• Understand drone technology and the regulations associated with it.
• Deploy drones to acquire, process, and analyse crop data to improve farming and agricultural methods.

The Evo Max 4T is a professional-grade unmanned aerial vehicle (UAV) engineered for sophisticated aerial missions, detailed inspections, and comprehensive data acquisition.

This instructor-led live training session, available both online and on-site, targets beginner to intermediate operators seeking to operate the Evo Max 4T safely and effectively for professional use while preparing for official certification.

Upon completing this training, participants will be equipped to:

• Grasp the technical specifications and operational mechanics of the Evo Max 4T drone.
• Execute operational safety protocols during aerial tasks.
• Ensure compliance with current Directorate General of Civil Aviation (DGCA) and local drone regulations.
• Adopt industry best practices for efficient and secure drone operations.
• Prepare for certification and licensing through a blend of theoretical knowledge and practical application.

Course Format

• Interactive lectures and discussions.
• Hands-on practice using drone hardware and flight simulators.
• Practical exercises simulating real-world flight scenarios.

Customization Options

• For a tailored training experience, please get in touch with us to arrange your requirements.

This instructor-led, live training in India (online or on-site) is intended for data scientists, data analysts, and developers looking to explore AutoML products and features to create and deploy custom ML training models with minimal effort.

Upon completion of this training, participants will be able to:

• Explore the AutoML product suite to implement various services for different data types.
• Prepare and label datasets to create custom ML models.
• Train and manage models to produce accurate and fair machine learning outcomes.
• Utilize trained models to make predictions that align with business objectives and needs.

Practical Rapid Prototyping for Robotics with ROS 2 & Docker is a hands-on course designed to assist developers in building, testing, and deploying robotic applications with efficiency. Participants will learn to containerize robotics environments, integrate ROS 2 packages, and prototype modular robotic systems using Docker to ensure reproducibility and scalability. The course focuses on agility, version control, and collaborative practices ideal for early-stage development and innovation teams.

This instructor-led, live training (available online or onsite) targets beginner to intermediate-level participants looking to accelerate their robotics development workflows using ROS 2 and Docker.

Upon completion of this training, participants will be able to:

• Configure a ROS 2 development environment within Docker containers.
• Develop and test robotic prototypes in modular and reproducible setups.
• Utilize simulation tools to validate system behavior prior to hardware deployment.
• Collaborate effectively through containerized robotics projects.
• Apply continuous integration and deployment concepts within robotics pipelines.

Course Format

• Interactive lectures and demonstrations.
• Hands-on exercises involving ROS 2 and Docker environments.
• Mini-projects focused on real-world robotic applications.

Course Customization Options

• To request customized training for this course, please reach out to us to arrange.

This instructor-led live training in India (online or onsite) targets data scientists and software engineers eager to use Random Forest for developing machine learning algorithms designed for large datasets.

By the conclusion of this training, participants will be able to:

• Set up the necessary development environment to commence building machine learning models with Random Forest.
• Understand the advantages of Random Forest and its application in resolving classification and regression issues.
• Learn techniques for handling large datasets and interpreting the complexities of multiple decision trees in Random Forest.
• Evaluate and optimize machine learning model performance through hyperparameter tuning.

In this instructor-led live training conducted in India, participants will learn how to begin employing ROS for their robotics projects through the use of robotics visualization and simulation tools.

By the end of this training, participants will be able to:

• Understand the basics of ROS.
• Learn how to create a basic robotics project using ROS.
• Learn how to use different tools for robotics including simulation and visualization tools.

This instructor-led live training in India (online or onsite) is tailored for robotics developers at beginner to intermediate levels, and potentially advanced levels, who want to learn how to program mobile robots using ROS and Python.

By the end of this training, participants will be able to:

• Establish a development environment comprising ROS, Python, and a mobile robot platform.
• Develop and execute ROS nodes, topics, services, and actions using Python.
• Leverage ROS tools and utilities to monitor and troubleshoot ROS applications.
• Utilize ROS packages and libraries to handle common tasks for mobile robots.
• Integrate ROS with other frameworks and tools.
• Perform troubleshooting and debugging on ROS applications.