AIVIA Project Engine

Computer Vision & Multimodal AI Explore advanced AI technologies that analyze and interpret visual and multimodal data. Project details are as follows: Language Models & Generative AI Explore cutting-edge AI technologies that create/ process human-like content - from text and code to creative applications. Project details are as follows: Coding Challenges Explore algorithmic patterns and problem-solving fundamentals - from data structures and algorithms to system design concepts. Project details are as follows: Software Engineering Explore software projects - from web applications to API-driven machine learning solutions. Project details are as follows: Recommender & Decision Systems Dive into the technologies that power personalized experiences and automated decision-making across industries. Project details are as follows: AI in HealthCare & Medicine Explore advanced AI technologies that are transforming medicine and healthcare. Project details are as follows:

Topic	Views	Activity
README - Information about AI Project Engine AIVIA Project Engine	576	January 17, 2023
:red_circle: Data Structures: Design In-Memory File System Coding Challenges	4	November 13, 2024
:red_circle: Dynamic Programming: Regular Expression Matching Coding Challenges	1	November 13, 2024
:red_circle: Graph Algorithms: Alien Dictionary Coding Challenges	2	November 13, 2024
:yellow_circle: Dynamic Programming: Word Break Problem Coding Challenges	4	November 13, 2024
:yellow_circle: String Algorithms: Valid Number Coding Challenges	2	November 13, 2024
:yellow_circle: String Algorithms: Longest Palindromic Substring Coding Challenges	1	November 13, 2024
:yellow_circle: Graph Algorithms: Course Schedule Coding Challenges	1	November 13, 2024
:green_circle: Data Structures: Implement a Min Stack Coding Challenges	1	November 13, 2024
🟢 Time Series Forecasting with ARIMA – Predicting Daily Minimum Temperatures Recommender & Decision Systems data-fundamentals , matplotlib , numpy , pandas , ai-ml-specializations , statsmodels , ml-toolkits	10	November 5, 2024
🔴 Music Maestro: Advanced Music Recommendation System with Deep Learning Recommender & Decision Systems recommender-systems , data-fundamentals , deep-learning , recurrent-neural-networks , cold-start-problem , hyperparameter-tuning , ml-toolkits , ai-ml-specializations	114	May 21, 2024
🟢 User Data Collection and Analysis for Recommender Systems Recommender & Decision Systems journey-mapping , persona-creation , user-interviews , data-analysis , data-fundamentals , data-preprocessing , ux-research , ml-toolkits	665	May 29, 2023
🟡 Time Series Analysis: Modern Approaches to Forecasting Recommender & Decision Systems ai-ml-specializations , deep-learning , ensemble-learning , lstm , tensorflow , data-fundamentals , ml-toolkits , prophet	15	October 24, 2024
🔴 Implementing a Deep Q-Network (DQN) to Play Atari Games Recommender & Decision Systems reinforcement-learning , deep-learning , openai , pytorch , statistics , data-fundamentals , ml-toolkits , ai-ml-specializations	19	October 28, 2024
🟢 Getting Started with Collaborative Filtering: Create Your First Movie Recommendation System Recommender & Decision Systems recommender-systems , scikit-learn , numpy , pandas , collaborative-filtering , data-fundamentals , svd , ml-toolkits	10	October 24, 2024
:red_circle: Developing a Text-to-Image Generation Model with Diffusion Models Language Models & Generative AI generative-adversarial-network , data-fundamentals , natural-language-processing , generative-ai , generative-tasks , pytorch , ai-ml-specializations , ml-toolkits	5	November 6, 2024
:red_circle: Developing a GAN for Moderate-Resolution Image Synthesis Language Models & Generative AI generative-adversarial-network , batch-normalization , generative-tasks , gan-architectures , data-fundamentals , generative-ai , pytorch , ml-toolkits	4	November 6, 2024
:yellow_circle: Building a Full-Scale NLP Pipeline for Effective Text Classification Language Models & Generative AI tf-idf , word-embeddings , text-processing , data-fundamentals , natural-language-processing , backend , api , ml-toolkits	476	February 24, 2024
:green_circle: Dual NLP - GPT API & spaCy Language Models & Generative AI data-fundamentals , text-summarization , spacy , text-processing , gpt-api , natural-language-processing , generative-ai , ml-toolkits	479	May 30, 2023
:red_circle: Personalized Text Generation with Transformer Models and User Profiling Language Models & Generative AI natural-language-processing , generative-ai , large-language-models , generative-tasks , data-fundamentals , pytorch , natural-language-generation , ml-toolkits	6	October 28, 2024
:yellow_circle: Speech Recognition Basics: Building a Simple Speech-to-Text System Language Models & Generative AI natural-language-processing , ai-ml-specializations , backend , api , data-fundamentals , transformers , deep-learning , ml-toolkits	6	October 24, 2024
:green_circle: BERTweet: A Transformer Model for Sentiment Analysis on Twitter Data Language Models & Generative AI natural-language-processing , transformer-models , data-fundamentals , bert , pytorch , sentiment-analysis , tokenization , ml-toolkits	203	April 3, 2024
:red_circle: Image Captioning with CNNs and RNNs Computer Vision & Multimodal AI supervised-learning , text-processing , data-fundamentals , natural-language-processing , generative-ai , convolutional-neural-networks , recurrent-neural-networks , ml-toolkits	6	October 28, 2024
:yellow_circle: Building a Facial Emotion Recognition System Computer Vision & Multimodal AI supervised-learning , deep-learning , ai-ml-specializations , image-augmentation , data-fundamentals , convolutional-neural-networks , regularization , ml-toolkits	4	October 28, 2024
🟡 Creating AI-Generated Art with Style Transfer Computer Vision & Multimodal AI data-fundamentals , pytorch , convolutional-neural-networks , deep-learning , ai-ml-specializations , computer-vision , vgg19 , ml-toolkits	3	November 6, 2024
:red_circle: Deep Learning with Molecular Data: Exploring Generative Models AI in HealthCare & Medicine omics-specializations , autoencoders , deep-neural-networks , gan-architectures , variational-autoencoder , biomedical-informatics , data-fundamentals , ml-toolkits	10	October 30, 2024
:green_circle: Combo: GEOQuest, Bioconductor-Intro AI in HealthCare & Medicine coding-languages , omics-specializations , bioinformatics-databases , ml-toolkits , transcriptomics , data-fundamentals , omics-domains , gene-expression-data	580	May 27, 2023
:red_circle: Biomedical Knowledge Graphs: Constructing and Analyzing Protein-Protein Interaction Networks AI in HealthCare & Medicine omics-specializations , bioinformatics-databases , string-database , coding-languages , drug-discovery , network-visualization , ml-toolkits , network-analysis	428	February 25, 2024
:green_circle: Bioinformatics Data Exploration and Visualization: PPI Visualization App: AI in HealthCare & Medicine network-visualization , bioinformatics-databases , omics-specializations , string-database , interactive-graphics , coding-languages , ggplot2 , ml-toolkits	306	February 23, 2024
:yellow_circle: Rhythmic Analysis of Music Genres using R Programming Software Engineering data-fundamentals , statistics , data-processing , backend , api , rest-apis , ggplot2 , ml-toolkits	121	June 28, 2024