Enviar pesquisa
Carregar
Writing Smarter Applications with Machine Learning
•
179 gostaram
•
84,392 visualizações
Anoop Thomas Mathew
Seguir
Introduction to Machine Learning Terminologies for beginners
Leia menos
Leia mais
Software
Tecnologia
Denunciar
Compartilhar
Denunciar
Compartilhar
1 de 13
Baixar agora
Baixar para ler offline
Recomendados
End-to-End Machine Learning Project
End-to-End Machine Learning Project
Eng Teong Cheah
Cloud History 101
Cloud History 101
Mark Heinrich
Fast api
Fast api
Simone Di Maulo
Best Practices for Hyperparameter Tuning with MLflow
Best Practices for Hyperparameter Tuning with MLflow
Databricks
Python for Big Data Analytics
Python for Big Data Analytics
Edureka!
Variables Arguments and control flow_UiPath.ppt
Variables Arguments and control flow_UiPath.ppt
Rohit Radhakrishnan
IoT Edge Processing with Apache NiFi and MiniFi and Apache MXNet for IoT NY 2018
IoT Edge Processing with Apache NiFi and MiniFi and Apache MXNet for IoT NY 2018
Timothy Spann
UiPath Community Event - UiPath Action Center and UiPath Apps - human in the ...
UiPath Community Event - UiPath Action Center and UiPath Apps - human in the ...
TomaszGaczynski
Mais conteúdo relacionado
Mais procurados
Email Automation
Email Automation
Rohit Radhakrishnan
Codemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring Boot
Iván López Martín
UiPath Devops.pptx
UiPath Devops.pptx
Rohit Radhakrishnan
MLOps in action
MLOps in action
Pieter de Bruin
Grokking TechTalk #35: Efficient spellchecking
Grokking TechTalk #35: Efficient spellchecking
Grokking VN
End to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
End to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
Animesh Singh
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Anant Corporation
Prometheus monitoring
Prometheus monitoring
Hien Nguyen Van
Cloud Monitoring tool Grafana
Cloud Monitoring tool Grafana
Dhrubaji Mandal ♛
Workday Community Session Final.pptx
Workday Community Session Final.pptx
RohitRadhakrishnan8
Introduction to Machine learning with Python
Introduction to Machine learning with Python
Chariza Pladin
Ui path| RPA
Ui path| RPA
gokul krishna
UiPath 23.4 Product Release Updates
UiPath 23.4 Product Release Updates
DianaGray10
Zipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering Framework
Databricks
UiPath Platform - Automation Software
UiPath Platform - Automation Software
Andrei Oros
PowerShell-1
PowerShell-1
Saravanan G
Machine learning with py torch
Machine learning with py torch
Riza Fahmi
Scikit Learn intro
Scikit Learn intro
9xdot
UiPath Extensions_v3.pdf
UiPath Extensions_v3.pdf
Rohit Radhakrishnan
Rtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetup
Sandeep Deshmukh
Mais procurados
(20)
Email Automation
Email Automation
Codemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring Boot
UiPath Devops.pptx
UiPath Devops.pptx
MLOps in action
MLOps in action
Grokking TechTalk #35: Efficient spellchecking
Grokking TechTalk #35: Efficient spellchecking
End to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
End to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Prometheus monitoring
Prometheus monitoring
Cloud Monitoring tool Grafana
Cloud Monitoring tool Grafana
Workday Community Session Final.pptx
Workday Community Session Final.pptx
Introduction to Machine learning with Python
Introduction to Machine learning with Python
Ui path| RPA
Ui path| RPA
UiPath 23.4 Product Release Updates
UiPath 23.4 Product Release Updates
Zipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering Framework
UiPath Platform - Automation Software
UiPath Platform - Automation Software
PowerShell-1
PowerShell-1
Machine learning with py torch
Machine learning with py torch
Scikit Learn intro
Scikit Learn intro
UiPath Extensions_v3.pdf
UiPath Extensions_v3.pdf
Rtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetup
Destaque
Introduction to Go programming
Introduction to Go programming
Exotel
[Infographic] How will Internet of Things (IoT) change the world as we know it?
[Infographic] How will Internet of Things (IoT) change the world as we know it?
InterQuest Group
The Physical Interface
The Physical Interface
Josh Clark
Developing an Intranet Strategy
Developing an Intranet Strategy
DNN
Five Tips To Help You Tackle Programming
Five Tips To Help You Tackle Programming
Wiley
A Beginners Guide to noSQL
A Beginners Guide to noSQL
Mike Crabb
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern Web
Rachel Andrew
QA in Agile World
QA in Agile World
Tathagat Varma
10 Event Technology Trends to Watch in 2016
10 Event Technology Trends to Watch in 2016
Eventbrite UK
Infographic: A Anatomy of A DDoS Attack
Infographic: A Anatomy of A DDoS Attack
CheapSSLsecurity
CSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, Linz
Rachel Andrew
Visualising Data with Code
Visualising Data with Code
Ri Liu
Startups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketucker
Empowered Presentations
Data Driven Code
Data Driven Code
Anoop Thomas Mathew
Migration from Swing to JavaFX
Migration from Swing to JavaFX
Yuichi Sakuraba
Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)
a16z
Hype vs. Reality: The AI Explainer
Hype vs. Reality: The AI Explainer
Luminary Labs
The New CSS Layout - dotCSS
The New CSS Layout - dotCSS
Rachel Andrew
5 Common Myths that Stop People from Using an Antivirus
5 Common Myths that Stop People from Using an Antivirus
Quick Heal Technologies Ltd.
Excel Document Recovery to the Rescue
Excel Document Recovery to the Rescue
Wiley
Destaque
(20)
Introduction to Go programming
Introduction to Go programming
[Infographic] How will Internet of Things (IoT) change the world as we know it?
[Infographic] How will Internet of Things (IoT) change the world as we know it?
The Physical Interface
The Physical Interface
Developing an Intranet Strategy
Developing an Intranet Strategy
Five Tips To Help You Tackle Programming
Five Tips To Help You Tackle Programming
A Beginners Guide to noSQL
A Beginners Guide to noSQL
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern Web
QA in Agile World
QA in Agile World
10 Event Technology Trends to Watch in 2016
10 Event Technology Trends to Watch in 2016
Infographic: A Anatomy of A DDoS Attack
Infographic: A Anatomy of A DDoS Attack
CSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, Linz
Visualising Data with Code
Visualising Data with Code
Startups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketucker
Data Driven Code
Data Driven Code
Migration from Swing to JavaFX
Migration from Swing to JavaFX
Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)
Hype vs. Reality: The AI Explainer
Hype vs. Reality: The AI Explainer
The New CSS Layout - dotCSS
The New CSS Layout - dotCSS
5 Common Myths that Stop People from Using an Antivirus
5 Common Myths that Stop People from Using an Antivirus
Excel Document Recovery to the Rescue
Excel Document Recovery to the Rescue
Semelhante a Writing Smarter Applications with Machine Learning
Towards a Threat Hunting Automation Maturity Model
Towards a Threat Hunting Automation Maturity Model
Alex Pinto
Say "Hi!" to Your New Boss
Say "Hi!" to Your New Boss
Andreas Dewes
Intro to machine learning
Intro to machine learning
Govind Mudumbai
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
pseudor00t overflow
Ml 101
Ml 101
Diego Pacheco
San Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for Hackers
Adam Gibson
Good++
Good++
Jade Ritchie Annand
BSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat Detection
Alex Davies
AI Orange Belt - Session 4
AI Orange Belt - Session 4
AI Black Belt
Barga Data Science lecture 2
Barga Data Science lecture 2
Roger Barga
AI For Your Business: An Unfair Competitive Advantage
AI For Your Business: An Unfair Competitive Advantage
Vincent Serpico
Data mining and Machine learning expained in jargon free & lucid language
Data mining and Machine learning expained in jargon free & lucid language
q-Maxim
Operationalizing Machine Learning in the Enterprise
Operationalizing Machine Learning in the Enterprise
mark madsen
DutchMLSchool. Machine Learning: Why Now?
DutchMLSchool. Machine Learning: Why Now?
BigML, Inc
Big Data & Machine Learning - TDC2013 Sao Paulo
Big Data & Machine Learning - TDC2013 Sao Paulo
OCTO Technology
Artificial Intelligence (ML - DL)
Artificial Intelligence (ML - DL)
ShehryarSH1
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Mathieu DESPRIEE
Decoding Data Science
Decoding Data Science
Matt Fornito
Machine learning at b.e.s.t. summer university
Machine learning at b.e.s.t. summer university
László Kovács
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...
NoNameCon
Semelhante a Writing Smarter Applications with Machine Learning
(20)
Towards a Threat Hunting Automation Maturity Model
Towards a Threat Hunting Automation Maturity Model
Say "Hi!" to Your New Boss
Say "Hi!" to Your New Boss
Intro to machine learning
Intro to machine learning
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
Ml 101
Ml 101
San Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for Hackers
Good++
Good++
BSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat Detection
AI Orange Belt - Session 4
AI Orange Belt - Session 4
Barga Data Science lecture 2
Barga Data Science lecture 2
AI For Your Business: An Unfair Competitive Advantage
AI For Your Business: An Unfair Competitive Advantage
Data mining and Machine learning expained in jargon free & lucid language
Data mining and Machine learning expained in jargon free & lucid language
Operationalizing Machine Learning in the Enterprise
Operationalizing Machine Learning in the Enterprise
DutchMLSchool. Machine Learning: Why Now?
DutchMLSchool. Machine Learning: Why Now?
Big Data & Machine Learning - TDC2013 Sao Paulo
Big Data & Machine Learning - TDC2013 Sao Paulo
Artificial Intelligence (ML - DL)
Artificial Intelligence (ML - DL)
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Decoding Data Science
Decoding Data Science
Machine learning at b.e.s.t. summer university
Machine learning at b.e.s.t. summer university
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...
Mais de Anoop Thomas Mathew
Thinking in Functions: Functional Programming in Python
Thinking in Functions: Functional Programming in Python
Anoop Thomas Mathew
Protoyping Painkiller Startups
Protoyping Painkiller Startups
Anoop Thomas Mathew
ingenium
ingenium
Anoop Thomas Mathew
Web Development Fundamentals
Web Development Fundamentals
Anoop Thomas Mathew
What The Web!
What The Web!
Anoop Thomas Mathew
Investor pitch deck for Vibe
Investor pitch deck for Vibe
Anoop Thomas Mathew
Getting Started on distributed version control with git
Getting Started on distributed version control with git
Anoop Thomas Mathew
Let's Contribute
Let's Contribute
Anoop Thomas Mathew
Advanced Computing for Sustainable Future
Advanced Computing for Sustainable Future
Anoop Thomas Mathew
Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries
Anoop Thomas Mathew
Faster Python
Faster Python
Anoop Thomas Mathew
Startups and FOSS
Startups and FOSS
Anoop Thomas Mathew
How slow is Real slow - PyCon India 2013
How slow is Real slow - PyCon India 2013
Anoop Thomas Mathew
Redis way of Anayltics with Python - Fifth Elephant 2012
Redis way of Anayltics with Python - Fifth Elephant 2012
Anoop Thomas Mathew
Building a Company atop of Open Source
Building a Company atop of Open Source
Anoop Thomas Mathew
Pycon 2012 Scikit-Learn
Pycon 2012 Scikit-Learn
Anoop Thomas Mathew
Test Driven Development in Python
Test Driven Development in Python
Anoop Thomas Mathew
Mais de Anoop Thomas Mathew
(17)
Thinking in Functions: Functional Programming in Python
Thinking in Functions: Functional Programming in Python
Protoyping Painkiller Startups
Protoyping Painkiller Startups
ingenium
ingenium
Web Development Fundamentals
Web Development Fundamentals
What The Web!
What The Web!
Investor pitch deck for Vibe
Investor pitch deck for Vibe
Getting Started on distributed version control with git
Getting Started on distributed version control with git
Let's Contribute
Let's Contribute
Advanced Computing for Sustainable Future
Advanced Computing for Sustainable Future
Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries
Faster Python
Faster Python
Startups and FOSS
Startups and FOSS
How slow is Real slow - PyCon India 2013
How slow is Real slow - PyCon India 2013
Redis way of Anayltics with Python - Fifth Elephant 2012
Redis way of Anayltics with Python - Fifth Elephant 2012
Building a Company atop of Open Source
Building a Company atop of Open Source
Pycon 2012 Scikit-Learn
Pycon 2012 Scikit-Learn
Test Driven Development in Python
Test Driven Development in Python
Último
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retries
SoftwareMill
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
Tobias Schneck
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and Bad
Ivo Andreev
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Jaydeep Chhasatia
Generative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-Council
VICTOR MAESTRE RAMIREZ
Sustainable Web Design - Claire Thornewill
Sustainable Web Design - Claire Thornewill
Green Software Development
Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!
Neo4j
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Alluxio, Inc.
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies
20240330_고급진 코드를 위한 exception 다루기
20240330_고급진 코드를 위한 exception 다루기
Chiwon Song
Deep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - Datacamp
VICTOR MAESTRE RAMIREZ
Kubernetes go-live checklist for your microservices.pptx
Kubernetes go-live checklist for your microservices.pptx
Prakarsh -
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?
AmeliaSmith90
online pdf editor software solutions.pdf
online pdf editor software solutions.pdf
Meon Technology
Program with GUTs
Program with GUTs
Kevlin Henney
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdf
Brain Inventory
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS Calculator
Shane Coughlan
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
elliciumsolutionspun
JS-Experts - Cybersecurity for Generative AI
JS-Experts - Cybersecurity for Generative AI
Ivo Andreev
Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security Challenges
Shyamsundar Das
Último
(20)
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retries
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
ARM Talk @ Rejekts - Will ARM be the new Mainstream in our Data Centers_.pdf
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and Bad
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Your Vision, Our Expertise: TECUNIQUE's Tailored Software Teams
Generative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-Council
Sustainable Web Design - Claire Thornewill
Sustainable Web Design - Claire Thornewill
Webinar - IA generativa e grafi Neo4j: RAG time!
Webinar - IA generativa e grafi Neo4j: RAG time!
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Big Data Bellevue Meetup | Enhancing Python Data Loading in the Cloud for AI/ML
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in Trivandrum
20240330_고급진 코드를 위한 exception 다루기
20240330_고급진 코드를 위한 exception 다루기
Deep Learning for Images with PyTorch - Datacamp
Deep Learning for Images with PyTorch - Datacamp
Kubernetes go-live checklist for your microservices.pptx
Kubernetes go-live checklist for your microservices.pptx
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?
online pdf editor software solutions.pdf
online pdf editor software solutions.pdf
Program with GUTs
Program with GUTs
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdf
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS Calculator
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
Leveraging DxSherpa's Generative AI Services to Unlock Human-Machine Harmony
JS-Experts - Cybersecurity for Generative AI
JS-Experts - Cybersecurity for Generative AI
Watermarking in Source Code: Applications and Security Challenges
Watermarking in Source Code: Applications and Security Challenges
Writing Smarter Applications with Machine Learning
1.
Writing Smart Programs Anoop
Thomas Mathew twitter: atmb4u Profoundis Inc.
2.
History then: low level →
high level now: code driven → data driven
3.
What is Smart everyone
makes mistakes ○ looking at past to avoid future mistakes everyone misses what comes next ○ predicting what to expect clusters of items do exist ○ automatically group things based on similarity
4.
Jargon Buster Dataset Data Cleaning Dimension Model Training Parameters Dimensionality
Reduction Accuracy Overfitting Underfitting Testing Domain
5.
Parameter Optimization Heuristic / Statistical
/ Machine Learning - “know parameters well” Eg: stock market prediction disaster; no. of lawyers vs. no. of suicides
6.
Supervised vs Unsupervised we
know what we want vs. find what’s interesting NB: training data, accuracy, semi-supervised
7.
Classification / Regression
/ Clustering ★ rain prediction ★ digit recognition ★ customer segmentation ★ time-series prediction ★ spam filtering Algorithm Examples ★ K-means ★ SVR ★ SVC ★ Naive Bayes ★ Random Forest Decision Tree
9.
The ML Process plan
→ collect → execute → test time: 50% 30% 5-10% 15-20%
10.
DEMO 1 SHOPPING PREDICT (https://github.com/atmb4u/smarter-apps-2016)
11.
DEMO 2 Support Vector
Machine (https://github.com/atmb4u/smarter-apps-2016)
12.
Dummy Tasks ★ user
auto-login redirect ★ predict if a user will convert to paid
13.
Thank You Follow me
on twitter:@atmb4u
Baixar agora