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

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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

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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)

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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

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• 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