
Online Course
A Guided Project of excellence by MCOVISION ...
Master Computer Vision: Practical Skills for Success in the Job Market
Learn Python
Learn by practicing
Boost your career
Create your Portfolio
Become a Data Scientist
Become a Specialist
Move from passive learning to concrete action
With this guided project, you will :
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Specialize in a key area: Specializing in this area opens the door to exciting, well-paid projects.
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Learning by doing: No abstract theory here. Each step is guided through an applied project, designed to simulate the challenges of a corporate assignment. You'll understand not only the “how”, but also the “why”.
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Gain confidence and employability: By completing this project, you'll develop skills that are immediately transferable to the job market. By the end of the course, you'll be ready to present your project to recruiters or join a technical team with confidence.
Medical education
Extensive knowledge of oncology, intervention by a renowned professor of medicine, medical imaging applied to breast cancer, diagnosis of benign and malignant tumours on breast ultrasound and mammography
Computer courses in Data Science
Lessons on neural networks, programming algorithms in Python, semi-automatic annotation exercise using Fast Marching, training an AI model, deploying a model using a FLASK API, and more.
Degree
At the end of the course, each will receive a certification diploma, testifying to their expertise in tumour segmentation using deep learning, and opening the way to new professional and academic opportunities.
Your Teacher

Jonas ZAOUI
Data Scientist specialising in medical imaging
Hello ! I'm Jonas, and I'll be joining you for this guided project.
After a degree in mechanical engineering and mathematics, I specialised in Deep Learning applied to medical imaging. I'm passionate about developing AI models at MCOVISION to make the work of practitioners easier.
I hope you're ready to get started !
Some reviews ...

Skills acquired
Computer Vision
You will gain a thorough and practical understanding of computer vision. You will acquire essential skills for processing and analysing visual data, opening the door to an impressive range of applications.
Tools used : OpenCV, Matplotlib
Deep Learning
You will learn how to choose a model architecture for your project, how to optimise it, how to calculate results metrics ...
Tools used : Python, PyTorch, Numpy, TensorBoard, Seaborn, Albumentations, Scikit-Learn
Medical Imaging
In medical imaging, the different imaging techniques will be discussed, as well as how to diagnose breast cancer.
Deployment with Application
In the production part of our course, you will benefit from invaluable hands-on experience. You will learn how to deploy their Deep Learning models in real-world applications using Flask, a popular Python web framework.
Tools used : Linux, Flask, Docker

Ready to start ?
Dive into the future of medicine with our cutting-edge training in tumour segmentation using Deep Learning. Our programme will guide you through every step, from data acquisition and annotation, to model training and deployment.
This course will open the doors to an exciting and highly rewarding career in healthcare, where innovation and technology meet compassion and patient care. Don't miss out on this opportunity!
Speech by a Professor

Speech by Professor Jean Denis- Laredo (Head of Radiology, Hôpital Lariboisiere), on the use of AI in healthcare

Our offers

2
Expert IA Masterclass
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Courses in Deep Learning and Medical Imaging with knowledge exercises
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Professional project based on a concrete clinical case
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Access to the Python programming notebook
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Professional certification
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Semi-automatic annotation exercise
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Programming a neural network from scratch
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Access to a Mcovision Slack forum where our experts will answer your questions about the project (1month)
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Access to a competition Kaggle
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30-minute Live ProBoost session to boost your professional profile