Skip to content

    ๐Ÿ‘‹ Quick question โ€” how are we doing?

    Programme on Data Science & AI
    Indian Institute Of Management Bangalore

    Programme on Data Science & AI

    Indian Institute Of Management Bangalore, Bangalore
    11 monthsDuration
    in-personFormat
    EnglishLanguage
    Data & AITopic

    Whoops - No upcoming cohorts available at this time.

    About This Program

    Artificial Intelligence, Machine Learning, Big Data and Natural Language Processing form the pillars of the emerging discipline of data science. Managers who lead data science teams are required to possess a sound understanding of the underlying technologies. More importantly, they must also be able to communicate the strategic benefits of their efforts to stakeholders. The field of information systems provides the appropriate frameworks to build the business case for data science initiatives, and to analyse the shifts brought about by its application. The Programme on Data Science & AI from IIM Bangalore will empower managers and other professionals to draw from the frameworks of data science and information systems, and guide their organizations along a forward-looking trajectory. This certificate series in data science exposes the participants to a large set of frameworks and technologies, and prepare them for data-intensive roles in retail, healthcare, marketing, supply chain management, finance, insurance and other industry sectors. The modules in the programme are suitable for managers who wish to develop a programming-oriented appreciation for their individual domains. Projects drawn from their own workplace settings will help them with the assimilation of the topics.

    Why Indian Institute Of Management Bangalore?

    IIM Bangalore occupies a position in Indian management education that no other institution quite replicates โ€” a school shaped by a post-Independence nation-building mandate that has since grown into one of Asia's most respected research and leadership institutions. Its executive education programs draw participants from across India's most consequential industries, from Bengaluru's technology corridor to Mumbai's financial sector, and bring them into contact with faculty who are as likely to be publishing in top-tier academic journals as advising a government ministry.

    Your Profile

    • Participants should have a Bachelor's degree in any stream with mathematics as a core subject.
    • At least 3 years of work experience is preferred; strong coding skills and willingness to work across multiple programming languages and technology platforms are an advantage.

    Benefits

    • Develop a business perspective of the dynamic discipline of data science
    • Gain a foundational understanding of machine learning, big data and AI
    • Solve computational problems using a personal laptop as well as a cluster
    • Construct a business proposal for a data science initiative
    • Identify ways in which organizations can inculcate data-driven decisions
    • IIMB EEP Alumni Membership after successful completion of the programme

    What You'll Learn

    • Module Zero: Foundations (7 weeks) - Python programming, descriptive and inferential statistics, probability distributions, hypothesis testing, ANOVA, forecasting with time series, and linear algebra.
    • Module One: Machine Learning (9 weeks) - supervised and unsupervised models including regression, classification, decision trees, random forests, SVMs, PCA, and clustering; machine learning at scale.
    • Module Two: Big Data (9 weeks) - structured data and cloud computing, MapReduce, Hadoop, Spark with Scala and Python, network analysis, streaming applications, IoT, and Industry 4.0.
    • Module Three: AI & Deep Learning (9 weeks) - single and multi-layer networks, TensorFlow, CNNs, RNNs, NLP, generative adversarial networks, reinforcement learning, and genetic algorithms.
    • Module Four: Natural Language Processing (7 weeks) - NLTK and spaCy, language models, sentence classification, word and document embedding, information extraction, chatbots, social media, and transformer models including BERT.
    • Project (3 weeks) - live project upon successful completion of all four modules, based on participants' own workplace settings.

    Frequently Asked Questions

    How to Apply

    1. 1

      Check your eligibility

      Review the entry requirements listed on this page. Most executive programs require 8โ€“15 years of professional experience.

    2. 2

      Compare programs

      Use Gradia's comparison tool to evaluate up to 3 programs side-by-side on fees, duration, format, and accreditation.

      Compare programs โ†’
    3. 3

      Contact the school

      Send a message directly to Indian Institute Of Management Bangalore via Gradia to request a brochure or speak with an admissions advisor.

    4. 4

      Prepare your application

      Gather your CV, reference letters, and any required test scores. Many EMBA programs waive standardised tests for senior candidates.

    5. 5

      Submit your application

      Apply directly through Indian Institute Of Management Bangalore's official application portal.

      Apply now โ†’

    Other Data & AI programs at Indian Institute Of Management Bangalore

    1 / 21