Udemy – Complete 5+ Deep Learning Projects: AI & ML Hands-On 2024-1

Apr 18, 2025 - 19:35

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Complete 5+ Deep Learning Projects: AI & ML Hands-On is an AI & ML Applications course published by Udemy Online Academy. This course provides a hands-on approach to deep learning by guiding learners through 5+ real-world projects covering AI and machine learning applications. This includes working with neural networks, CNNs, RNNs, and advanced architectures such as GANs and transformers. Participants will gain hands-on experience in data preprocessing, model training, optimization techniques, and performance evaluation using frameworks such as TensorFlow and PyTorch.

These projects cover areas such as image classification, natural language processing, and time series prediction, providing valuable industry-relevant skills. This course teaches you how to build 5+ AI-based projects from scratch using Python, TensorFlow, PyTorch, OpenCV, CNN, and YOLO. By the end of the course, individuals will have a strong foundation in implementing deep learning models, fine-tuning hyperparameters, and deploying AI solutions.

What you will learn in Complete 5+ Deep Learning Projects: AI & ML Hands-On:

Understand how to integrate Roboflow into your project workflow, leverage its features to efficiently manage datasets, augment and optimize for bot
Explore the process of collecting and preprocessing datasets for face recognition and emotion recognition, and ensure that the data is optimized for training a YO
Get into the annotation process, mark facial features on images for recognition, and label emotions for recognition. Train YOLOv7 models for accurate and ro
And …

Course specifications

Publisher: Udemy
Instructors: ARUNNACHALAM SHANMUGARAAJAN
Language: English
Level: Introductory to Advanced
Number of Lessons: 33
Duration: 2 hours and 14 minutes