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Machine Learning & Data Science Projects and Models

Learn all about machine Learning projects and models with short description with us

Types of machine learning

  • Supervised machine learning algorithms

  • Unsupervised machine learning algorithms

  • Semi-supervised machine learning algorithms

  • Deep Learning

Data science Applications

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  • Disease prediction

  • Recommendation system

  • Sales Forecasting

  • Time series data

Natural Language Processing

  • Sentiment Analyzer of Social Media

  • Text classification/Clustering

  • Email Spam and Malware Filtering

  • Chatbots

  • Neural Machine Translation

  • Question Answering

  • Named Entity Recognition (NER)

  • Speech Recognition

Computer vision

  • Face detection

  • object detection

  • Image classification

  • Face recognition

  • Text scanner(ocr)

  • object traking

  • feature extraction-transfer learning

  • Videos Surveillance.

Computer Vision Models

  • vgg16-19

  • ResNet

  • InceptionV3

  • ResNet

  • MobileNet

  • Xception

  • InceptionResNetV2

  • Facenet

NLP Models

  • ULMFiT

  • Transformer

  • Google’s BERT

  • Transformer-XL

  • OpenAI’s GPT-2

  • word2vec

  • ELMo(embedding)

Data visualization

  • Bar plot

  • scatter plot

  • histograms

  • box plot

  • pie plot

  • heat maps

Data analysis

  • Descriptive Analysis.

  • Diagnostic Analysis.

  • Predictive Analysis.

  • Prescriptive Analysis.

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