Naukri Learning > Data Science & Analytics > Machine Learning >

Machine Learning Foundations: A Case Study Approach

Machine Learning Foundations: A Case Study Approach


Course Highlights

  • 15 Hours of E-learning content, tests etc

  • Earn a Certificate on successful course completion from The University of Washington

  • Get unlimited access to the course content

  • Graded Assignments with Peer Feedback | 30 % got a tangible career benefit from this course

  • 32 % Started a new career after completing this specialization | Shareable Specialization and Course Certificates

Mode of learning: Online self study

Course Overview

What are the course deliverables ?
  • Identify potential applications of machine learning in practice

  • Describe the core differences in analyses enabled by regression, classification, and clustering

  • Select the appropriate machine learning task for a potential application

  • Apply regression, classification, clustering, retrieval, recommender systems, and deep learning

  • Represent your data as features to serve as input to machine learning models

  • Assess the model quality in terms of relevant error metrics for each task

  • Utilize a dataset to fit a model to analyze new data

  • Build an end-to-end application that uses machine learning at its core

  • Implement these techniques in Python.

More about this course
  • In this course, you will get hands-on experience with machine learning from a series of practical case-studies. At the end of the first course you will have studied how to predict house prices based on house-level features, analyze sentiment from user reviews, retrieve documents of interest, recommend products, and search for images. Through hands-on practice with these use cases, you will be able to apply machine learning methods in a wide range of domains.

I am Interested


    Enquire Now


    Average Rating

    Write a Review
    CompareRemove All
    Browse Category

    Buy Safely with
    We support secure payment methods


    While Naukri Learning services have helped many customers over the years, we do not guarantee any interview calls or assure any job offers with any of our services.
    The services associated with Naukri Learning are only provided through the website You are advised to be cautious of calls/emails asking for payment from other web sites that claim to offer similar services under the name of We have no associates/agents other than the partner sites that have been specifically named on the homepage of the website We also recommend that you Security Guidelines and Terms and Conditions