Hands-on is the best way to learn something new! The more project ideas you try, the more experience you gain, agree? Hereβs a list of unique deep learning project ideas for you! π
Analyzing vocal patterns to determine emotions.
Automated essay grading.
Predicting the optimal time to post on social media.
Personality prediction based on handwriting.
Text to 3-dimensional scene generation.
Speed estimation, automatic detection of helmet and number plate in real-time, from CCTV footage.
Identifying and updating the stock in inventory using image or video processing.
Recommendation of workout and diet plans based on photos of the body, weight, height, calorie intake, etc.
Identifying depression and stress levels based on the analysis of behaviour patterns.
Player behaviour and optimal team compositions for online multiplayer games.
Wondering where to get started with deep learning? Fret not! Dive deeper into machine learning and neural networks with Machine Learning Indiaβs upcoming 'Project-Based Deep Learning Bootcamp': A 3-weekends, online, 15-hour, hands-on, series focused on the application of deep-learning techniques, algorithms, libraries and frameworks. π
β³ The goal of this bootcamp is to teach participants how to use deep learning to process data in different modalities, ranging from text, images and graphs.
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ππΌ Timings: 5:00 pm - 7:30 pm Indian Time.
π Syllabus overview:
Weekend 1: Natural Language Processing
Weekend 2: Multimodal Networks and GANs
Weekend 3: Stochastic Processes and Time Series
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