Projects

  • Command line file based Todo app
  • web based rendering for file based Todo app
  • web based manipulation for file based Todo app
  • Command line DB based Todo app

Ideas

  • d3 based likelihoods charting
  • Quad Trees @algorithm +blog
  • KNN with Quad Trees @algorithm +blog
  • KNN with Factory pattern @algorithm @design-pattern
  • word2vec explanation +blog @nlp
  • word2vec skipgram +blog @algorithm @nlp
  • word2vec cbow @algorithm +blog @nlp
  • HMM for POS Tagging @algorithm +blog @nlp
  • HMM for NER @algorithm +blog @nlp
  • L-BFGS @algorithm +blog
  • Viterbi and Viterbi decoding @algorithm +blog
  • CRF with L-BGFS @algorithm +blog @nlp
  • CRF with perceptron @algorithm +blog @nlp
  • Search algorithms @algorithm
  • Sort algorithms @algorithm
  • Text Search algorithms @algorithm
  • Tree based algorithms @algorithm @tree-algo
  • Graph based algorithms @algorithm @graph-algo
  • AI based algorithms @algorithm @ai
  • Simple 2D matrix
  • lru_cache @algorithm
  • perceptron from scratch @algorithm @NN
  • neural network from scratch @algorithm @NN
  • text to ASCII
  • github like time graph
  • snake for terminal
  • arkanoid for terminal
  • parallax web page
  • angular & react from scratch
  • koa & passport authentication (& authorization)
  • koa & firebase integration
  • Github auth integration
  • HMM word identification

Blog

  • add SEO
  • add SEO LD+JSON
  • add pagination
  • add pagination on custom collections
  • add sitemap
  • add google analytics
  • add RSS?
  • remove bootstrap
  • add JS minification
  • add CSS minification
  • better header, add menu for small devices
  • better footer
  • better shree image (SVG)
  • better todo listing (like github time graph)
  • add commenting (disqus, utterance)

Courses

  • MongoDB University
  • Udemy
    • NLP with Python
    • Complete Tensorflow 2 and Keras Learning
    • Python for Computer Vision
    • Python for Statistical Analysis
    • Modern Reinforcement Learning
    • Feature Selection for ML
    • Feature Engg for ML
  • Coursera
    • NLP - HSC
    • Mathematics for ML
    • Graph Learning??? Some name

  • Email
    • Spam filter
    • Classification
    • Prioritization
  • Text mining
    • Summarization
    • Knowledge extraction
    • Medical diagnoses
  • Law
    • Legal inference
    • Precedent search
    • Subpoena classification
  • News
    • Event detection
    • Fact checking
    • Headline composition
  • Attribution
    • Plagiarism detection
    • Literary forensics
    • Style coaching
  • Sentiment analysis
    • Community morale monitoring
    • Product review triage
    • Customer care
  • Behavior prediction
    • Finance
    • Election forecasting
    • Marketing
  • Creative writing
    • Movie scripts
    • Poetry
    • Song lyrics