techbala / MLInterview

:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

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Machine Learning & Data Science Interview

When you cease to dream, you cease to live.

NOTE : Start with probability, move to distributions, and then tackle inference and prediction. You’ll have an easier time, I promise.

I've found four main categories to study:

  • Machine Learning
  • Statistics & Probability
  • Other Relevant Mathematics
  • Programming
    • Concepts for quiz-like questions
    • Practicals for interview coding sessions

Data Science Interview Prep

Statistics & Probability

Machine Learning

Data Cleaning/Exploratory Analysis

Deep Learning

Natural Language Processing

Computer Vision

Programming

Others

These tips will keep you way ahead in the race

Machine Learning/ Analytics Startups in India (Careers Page)

  • Arya.ai Careers

    Year Founded: 2013
    Arya.ai is a platform for developers and enterprises that simplifies buildout and manages deployment of Deep Learning based applications.

  • Haptik.ai Careers

    Year Founded: 2013
    World's largest chatbot platforms, building applications for consumers, publishers, and enterprises.

  • Edge Networks Careers

    Year Founded: 2012
    NextGen Technology Solutions for Workforce Transformation

  • Netradyne Careers

    Year Founded: 2015
    Creating Solutions for real world problems using Computer Vision and Deep Learning Technologies

  • niki.ai Careers

    Email: careers@niki.ai
    Year Founded: 2015
    Niki is an Artificial Intelligence powered bot that you can chat with - it will guide you along with recommendations to reach the right service and then goes to the last mile to make that transaction for you.

  • Active.ai Careers

    Year Founded: 2016
    Active.Ai, a Singapore Head Quartered Fintech startup with innovation lab in Bengaluru, through artificial intelligence (AI) that delivers conversational banking services to help banks and financial institutions redefine their future digital strategy.

  • AINDRA Careers

    Year Founded: 2012
    AIndra Systems is a technology ai startup that builds products in the artificial intelligence domain that can solve high impact problems.

  • Artivatic Careers

    Year Founded: 2016
    Artivatic Data Labs helps individuals make better personalized decisions.

  • Fluid AI Careers

    Fluid AI believes in the power of artificial intelligence to solve the most unique and biggest problems in different sectors like web, government, finance, and marketing.

  • Locus.sh Careers

    Year Founded: 2015
    Locus.sh uses data driven algorithms to optimize logistics for businesses.

  • Mad Street Den Careers

    Year Founded: 2013
    Mad Street Den is one of the top artificial intelligence companies that creates new experiences by building applications for the real world through computer vision and artificial intelligence.

  • Morph.ai Careers

    Year Founded: 2016
    Morph uses a chatbot to create personalized conversions for marketing.

  • SigTuple Careers

    Year Founded: 2015
    SigTuple analysis visual medical data through artificial intelligence to aid diagnosis using intelligent screening solutions.

  • Agara Labs Careers

    Year Founded: 2017
    Email : careers@agaralabs.com Agara Labs is using deep learning to solve key problems at scale for global enterprises.

  • Analytics Vidya Careers

    Year Founded: 2014
    This platform allows people to know more about analytics from its articles, Q&A forum, and learning paths. Also, we help professionals & amateurs to sharpen their skillsets by providing a platform to participate in Hackathons.

  • Sigmoid Careers

    Year Founded: 2013
    Sigmoid is a leading big data and advanced analytics firm that specializes in data science and data engineering solutions around the world. Sigmoid has revolutionized the areas of business intelligence, AI and machine learning by solving diverse use cases across hi-tech industries.

AI Companies For Pharma Sector

  • Tricog Health Careers

    Year Founded: 2014
    Tricog has a mission to reduce mortality caused by heart attacks by helping patients gain access to quick, accurate, and affordable diagnosis within minutes of their arrival at clinics.

  • Indegene Careers

    Indegene is an Information Technology and Services company that assists healthcare organisations using analytics and technology.

  • Innoplexus Careers

    It aims at cutting drug development costs by mainly using AI.

  • HealthReflect Careers

HealthReflect is about to bring world’s smartest AI health information platform, offering best & trusted health information at your fingertips. The platform combines power of machine learning & artificial intelligence (A.I.) to offer predictive & preventive personalised medicine for every patient in India, China, Singapore, UAE & other middle eastern countries.

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:octocat: A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

License:MIT License