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Course Features
Industry-Standard Lab Experience
Flexible Learning Schedule
Real-World Project Experience
Learn at Your Own Pace
Accessible Learning Dashboard
Comprehensive Learning Resources
Practical Application Tasks
What you'll learn?
Live Projects
YOLO v7 for Industrial Safety
YOLO v7-based Object Detection
Labeling Data
Docker Workflow
Modular Training and Prediction Pipeline
Flask Application Development
Introduction to AWS
Github Actions for CICD
Deploying to Production
Prerequisites
System with minimum i3 processor or better
At least 4 GB of RAM
Working internet connection
Dedication to learn
Extra skills you'll learn by choosing SKOLIKO
Project Management
Strategic Thinking
Tech-Savvy Mindset
Professional CV Crafting
Interview Preparation
Networking with Industry Experts.
Career Development
Organizational Culture
GET CERTIFICATE | GET PLACEMENT IN TOP COMPANIES
Upon successful completion of this course and all assessments, you'll earn a valuable certificate. This credential formally validates your newly acquired skills and knowledge, serving as a tangible testament to your dedication and achievement in this field.
SKOLIKO is an innovative leader in the education industry, committed to bridging the divide between academic and professional spheres.
Embrace change, pursue growth
relentlessly, and let your passion drive
MODULES
Course Overview
Project Introduction
Project Summary
Problem Statement
Scope of Application
Exploration of Current Solution
Solution Overview
Walkthrough of Notebooks
Architecture Diagram Overview
Cost Considerations
Project Structure
Data Collection
Data Verification
Model Training and Fine-tuning
Model Performance Evaluation
Model Deployment
Training Process
Inference Process
Designing the Frontend Application
Cloud and AWS Overview
IAM Configuration
Amazon ECR Setup
Amazon EC2 Setup
Setting Up a Self-hosted Runner
Docker Integration
Project Conclusion
Additional Resources and Assignments
Course duration - 3h 5m 10s
|Course day - every week "Saturday"
|Course time - 04:00pm to 07:30pm
No instructor data available.
SKOLIKO is an innovative leader in the education industry, committed to bridging the divide between academic and professional spheres. We provide customized AI solutions that facilitate sustainable business expansion and address complex challenges.
