Exploring Data Science and Machine Learning in India

Oct 17, 2023

0 likes | 22 Views

Unlock the potential of data science & machine learning in India. Discover opportunities, trends & insights. Empower your career with cutting-edge tech.

Share Presentation

Embed Code

Link

SIG

Download Presentation

Exploring Data Science and Machine Learning in India

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

Machine Learning, Data Science and Decision Lab

Machine Learning, Data Science and Decision Lab. Structured Learning & Decision Making for Medical Informatics Onur Atan. August, 2018. Motivation. Motivation: RCTs and Observational Study. Randomized Controlled Trials (RCTs) Gold standard to determine the efficacy of a treatment.

663 views • 39 slides

Data Mining and Machine Learning

Data Mining and Machine Learning. Boosting, bagging and ensembles. The good of the many outweighs the good of the one. Classifier 1 Classifier 2 Classifier 3. Classifier 4 An ‘ensemble’ of c lassifier 1,2, and 3, which predicts by majority vote.

620 views • 45 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 1: Overview of DM, and overview of the DM part of the DM&ML module Some of these slides are derivative of Nick Taylor’s slides used for this module in previous years. Overview of My Lectures.

683 views • 47 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 1: Overview of DM, and overview of the DM part of the DM&ML module Many of these slides are highly derivative of Nick Taylor’s slides used for this module in previous years. Overview of My Lectures.

398 views • 26 slides

Data Mining and Machine Learning

Data Mining and Machine Learning. Lecture 1: Why data is useful, and overview of DMML:. Overview of My Lectures. http://www.macs.hw.ac.uk/~dwcorne/Teaching/dmml.html. Module assessment. 100% by coursework Three main items of coursework, CW 1: 30% CW 2: 40% CW 3: 30%

590 views • 43 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 7: Feature Selection. Today. Finishing correlation/regression: Feature Selection: Coursework 2. Remember how to calculate r. If we have pairs of (x,y) values, Pearson’s r is:. Interpretation of this should be obvious (?).

809 views • 69 slides

Data Mining (and machine learning)

Data Mining (and machine learning). ROC curves Rule Induction Basics of Text Mining. Two classes is a common and special case. Two classes is a common and special case. Medical applications: cancer, or not? Computer Vision applications: landmine, or not?

881 views • 72 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 5: Clustering. Today. (unsupervised) Clustering What and why A good first step towards understanding your data Discover patterns and structure in data Which then guides further data mining Helps to spot problems and outliers

746 views • 56 slides

Data Mining and Machine Learning

Data Mining and Machine Learning. Naive Bayes David Corne, HWU dwcorne@gmail.com. A very simple dataset – one field / one class. A very simple dataset – one field / one class. A new patient has a blood test – his P34 level is HIGH. what is our best guess for prostate cancer?.

462 views • 32 slides

Machine Learning Algorithms | Machine Learning Tutorial | Data Science Tutorial | Edureka

This Edureka Machine Learning Algorithms tutorial will help you understand all the basics of machine learning and different kind of algorithms along with examples. This tutorial is ideal for both beginners as well as professionals who want to learn or brush up their Data Science concepts. Below are the topics covered in this tutorial: 1. What is an Algorithm? 2. What is Machine Learning? 3. How is a problem solved using Machine Learning? 4. Types of Machine Learning 5. Machine Learning Algorithms

942 views • 26 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 3: Basic Statistics and Coursework 1. Communities and Crime. Here is an interesting dataset. -- state: US state (by number) - -- county: numeric code for county -- community: numeric code for community -

525 views • 51 slides

Data Mining (and machine learning)

834 views • 82 slides

Data Mining (and machine learning)

Data Mining (and machine learning). DM Lecture 3: Basic Statistics for data miners. Overview of My Lectures. All at: http://www.macs.hw.ac.uk/~dwcorne/Teaching/dmml.html 25/9 Overview of DM (and of these 8 lectures)

283 views • 27 slides

Data Mining and Machine Learning

Data Mining and Machine Learning. Lecture 1: Why data is useful, and overview of DMML:. Overview of My Lectures. http://www.macs.hw.ac.uk/~dwcorne/Teaching/dmml.html. Overview of My Lectures. http://www.macs.hw.ac.uk/~dwcorne/Teaching/dmml.html.

458 views • 44 slides

Data Mining (and machine learning)

Data Mining (and machine learning). Lecture 2: Some common data processing tasks. Today. About classification A simple classification method (1-NN) Normalisation of instances and fields Discretization of fields Coursework B. Some notation. A dataset has N records {R 1 ,R 2 ,…,R N },

829 views • 80 slides

Data Science Vs Machine Learning Vs Data Analytics

Terms like u2018Data Scienceu2019, u2018Machine Learningu2019, and u2018Data Analyticsu2019 are so infused and embedded in almost every dimension of lifestyle that imagining a day without these smart technologies is next to impossible. However, quite often it is witnessed that beginners get confused over similar terms being used interchangeably, like u2018Data Scienceu2019 and u2018Data Analyticsu2019. This PPT gives you a clear idea about why should you choose a particular Data field and what are career prospects in that domain. Read the detailed blog here: https://blog.simpliv.com/data-science-vs-machine-learning-vs-data-analytics/

186 views • 13 slides

data science training in bangalore with machine learning

Best Data Science Training in Bangalore. NPN Training is the Best Data Scientist Certification Training Institute in Bangalore with real time projects https://www.npntraining.com/masters-program/data-science-training-in-bangalore/

68 views • 6 slides

Data Science and Machine Learning Capstone Project - SkillUp Online

Looking to showcase your data science skills? SkillUp Online offers a Data Science and Machine Learning Certification. Learn how to analyze and visualize data in a real-world business scenario.

116 views • 6 slides

Data Science and Machine Learning Synergy

Data Science and Machine Learning Synergy In the contemporary landscape of information abundance, the convergence of Data Science and Machine Learning stands as a powerful catalyst for innovation and insight.

20 views • 4 slides

Mastering Data Science and Machine Learning The Complete Machine Learning & Data Science Bootcamp 2022

http://www.squadcenter.com/itplacements

21 views • 5 slides

learn data science|data science and machine learning|Data science in hyderabad

Welcome to CEDLEARN, a world of customized training programs in the field of emerging technologies. We have a gamut of programs covering Python Language, Data Analytics, Data Science, Artificial Intelligence, Full-Stack Development and Azure/AWS Devops

13 views • 1 slides

More Related