SlideShare uma empresa Scribd logo
1 de 13
Baixar para ler offline
Writing Smart Programs
Anoop Thomas Mathew
twitter: atmb4u
Profoundis Inc.
History
then:
low level → high level
now:
code driven → data driven
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
Jargon Buster
Dataset
Data Cleaning
Dimension
Model
Training
Parameters
Dimensionality Reduction
Accuracy
Overfitting
Underfitting
Testing
Domain
Parameter
Optimization
Heuristic / Statistical / Machine Learning
- “know parameters well”
Eg: stock market prediction disaster; no. of lawyers vs. no. of suicides
Supervised vs Unsupervised
we know what we want
vs.
find what’s interesting
NB: training data, accuracy, semi-supervised
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
Writing Smarter Applications with Machine Learning
The ML Process
plan → collect → execute → test
time: 50% 30% 5-10% 15-20%
DEMO 1
SHOPPING PREDICT
(https://github.com/atmb4u/smarter-apps-2016)
DEMO 2
Support Vector Machine
(https://github.com/atmb4u/smarter-apps-2016)
Dummy Tasks
★ user auto-login redirect
★ predict if a user will convert to paid
Thank You
Follow me on twitter:@atmb4u

Mais conteúdo relacionado

Mais procurados

Codemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring BootCodemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring BootIván López Martín
 
Grokking TechTalk #35: Efficient spellchecking
Grokking TechTalk #35: Efficient spellcheckingGrokking TechTalk #35: Efficient spellchecking
Grokking TechTalk #35: Efficient spellcheckingGrokking VN
 
End to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
End to end Machine Learning using Kubeflow - Build, Train, Deploy and ManageEnd to end Machine Learning using Kubeflow - Build, Train, Deploy and Manage
End to end Machine Learning using Kubeflow - Build, Train, Deploy and ManageAnimesh Singh
 
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPTAutomate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPT
Automate your Job and Business with ChatGPT #3 - Fundamentals of LLM/GPTAnant Corporation
 
Workday Community Session Final.pptx
Workday Community Session Final.pptxWorkday Community Session Final.pptx
Workday Community Session Final.pptxRohitRadhakrishnan8
 
Introduction to Machine learning with Python
Introduction to Machine learning with PythonIntroduction to Machine learning with Python
Introduction to Machine learning with PythonChariza Pladin
 
UiPath 23.4 Product Release Updates
UiPath 23.4 Product Release UpdatesUiPath 23.4 Product Release Updates
UiPath 23.4 Product Release UpdatesDianaGray10
 
Zipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering FrameworkZipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering FrameworkDatabricks
 
UiPath Platform - Automation Software
UiPath Platform - Automation SoftwareUiPath Platform - Automation Software
UiPath Platform - Automation SoftwareAndrei Oros
 
Machine learning with py torch
Machine learning with py torchMachine learning with py torch
Machine learning with py torchRiza Fahmi
 
Scikit Learn intro
Scikit Learn introScikit Learn intro
Scikit Learn intro9xdot
 
Rtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetupRtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetupSandeep Deshmukh
 

Mais procurados (20)

Email Automation
Email AutomationEmail Automation
Email Automation
 
Codemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring BootCodemotion Madrid 2023 - Testcontainers y Spring Boot
Codemotion Madrid 2023 - Testcontainers y Spring Boot
 
UiPath Devops.pptx
UiPath Devops.pptxUiPath Devops.pptx
UiPath Devops.pptx
 
MLOps in action
MLOps in actionMLOps in action
MLOps in action
 
Grokking TechTalk #35: Efficient spellchecking
Grokking TechTalk #35: Efficient spellcheckingGrokking 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 ManageEnd 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/GPTAutomate 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 monitoringPrometheus monitoring
Prometheus monitoring
 
Cloud Monitoring tool Grafana
Cloud Monitoring  tool Grafana Cloud Monitoring  tool Grafana
Cloud Monitoring tool Grafana
 
Workday Community Session Final.pptx
Workday Community Session Final.pptxWorkday Community Session Final.pptx
Workday Community Session Final.pptx
 
Introduction to Machine learning with Python
Introduction to Machine learning with PythonIntroduction to Machine learning with Python
Introduction to Machine learning with Python
 
Ui path| RPA
Ui path| RPAUi path| RPA
Ui path| RPA
 
UiPath 23.4 Product Release Updates
UiPath 23.4 Product Release UpdatesUiPath 23.4 Product Release Updates
UiPath 23.4 Product Release Updates
 
Zipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering FrameworkZipline—Airbnb’s Declarative Feature Engineering Framework
Zipline—Airbnb’s Declarative Feature Engineering Framework
 
UiPath Platform - Automation Software
UiPath Platform - Automation SoftwareUiPath Platform - Automation Software
UiPath Platform - Automation Software
 
PowerShell-1
PowerShell-1PowerShell-1
PowerShell-1
 
Machine learning with py torch
Machine learning with py torchMachine learning with py torch
Machine learning with py torch
 
Scikit Learn intro
Scikit Learn introScikit Learn intro
Scikit Learn intro
 
UiPath Extensions_v3.pdf
UiPath Extensions_v3.pdfUiPath Extensions_v3.pdf
UiPath Extensions_v3.pdf
 
Rtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetupRtf externalize tls MuleSoft meetup
Rtf externalize tls MuleSoft meetup
 

Destaque

Introduction to Go programming
Introduction to Go programmingIntroduction to Go programming
Introduction to Go programmingExotel
 
[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?[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 InterfaceThe Physical Interface
The Physical InterfaceJosh Clark
 
Developing an Intranet Strategy
Developing an Intranet StrategyDeveloping an Intranet Strategy
Developing an Intranet StrategyDNN
 
Five Tips To Help You Tackle Programming
Five Tips To Help You Tackle ProgrammingFive Tips To Help You Tackle Programming
Five Tips To Help You Tackle ProgrammingWiley
 
A Beginners Guide to noSQL
A Beginners Guide to noSQLA Beginners Guide to noSQL
A Beginners Guide to noSQLMike Crabb
 
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebMontreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebRachel Andrew
 
10 Event Technology Trends to Watch in 2016
10 Event Technology Trends to Watch in 201610 Event Technology Trends to Watch in 2016
10 Event Technology Trends to Watch in 2016Eventbrite UK
 
Infographic: A Anatomy of A DDoS Attack
Infographic: A Anatomy of A DDoS AttackInfographic: A Anatomy of A DDoS Attack
Infographic: A Anatomy of A DDoS AttackCheapSSLsecurity
 
CSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, LinzCSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, LinzRachel Andrew
 
Visualising Data with Code
Visualising Data with CodeVisualising Data with Code
Visualising Data with CodeRi Liu
 
Startups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketuckerStartups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketuckerEmpowered Presentations
 
Migration from Swing to JavaFX
Migration from Swing to JavaFXMigration from Swing to JavaFX
Migration from Swing to JavaFXYuichi Sakuraba
 
Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)a16z
 
Hype vs. Reality: The AI Explainer
Hype vs. Reality: The AI ExplainerHype vs. Reality: The AI Explainer
Hype vs. Reality: The AI ExplainerLuminary Labs
 
The New CSS Layout - dotCSS
The New CSS Layout - dotCSSThe New CSS Layout - dotCSS
The New CSS Layout - dotCSSRachel Andrew
 
5 Common Myths that Stop People from Using an Antivirus
5 Common Myths that Stop People from Using an Antivirus5 Common Myths that Stop People from Using an Antivirus
5 Common Myths that Stop People from Using an AntivirusQuick Heal Technologies Ltd.
 
Excel Document Recovery to the Rescue
Excel Document Recovery to the RescueExcel Document Recovery to the Rescue
Excel Document Recovery to the RescueWiley
 

Destaque (20)

Introduction to Go programming
Introduction to Go programmingIntroduction 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?[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 InterfaceThe Physical Interface
The Physical Interface
 
Developing an Intranet Strategy
Developing an Intranet StrategyDeveloping an Intranet Strategy
Developing an Intranet Strategy
 
Five Tips To Help You Tackle Programming
Five Tips To Help You Tackle ProgrammingFive Tips To Help You Tackle Programming
Five Tips To Help You Tackle Programming
 
A Beginners Guide to noSQL
A Beginners Guide to noSQLA Beginners Guide to noSQL
A Beginners Guide to noSQL
 
Montreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern WebMontreal Girl Geeks: Building the Modern Web
Montreal Girl Geeks: Building the Modern Web
 
QA in Agile World
QA in Agile WorldQA in Agile World
QA in Agile World
 
10 Event Technology Trends to Watch in 2016
10 Event Technology Trends to Watch in 201610 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 AttackInfographic: A Anatomy of A DDoS Attack
Infographic: A Anatomy of A DDoS Attack
 
CSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, LinzCSS Grid Layout for Topconf, Linz
CSS Grid Layout for Topconf, Linz
 
Visualising Data with Code
Visualising Data with CodeVisualising Data with Code
Visualising Data with Code
 
Startups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketuckerStartups are Hard. Like, Really Hard. @luketucker
Startups are Hard. Like, Really Hard. @luketucker
 
Data Driven Code
Data Driven CodeData Driven Code
Data Driven Code
 
Migration from Swing to JavaFX
Migration from Swing to JavaFXMigration from Swing to JavaFX
Migration from Swing to JavaFX
 
Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)
 
Hype vs. Reality: The AI Explainer
Hype vs. Reality: The AI ExplainerHype vs. Reality: The AI Explainer
Hype vs. Reality: The AI Explainer
 
The New CSS Layout - dotCSS
The New CSS Layout - dotCSSThe 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 Antivirus5 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 RescueExcel 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 ModelTowards a Threat Hunting Automation Maturity Model
Towards a Threat Hunting Automation Maturity ModelAlex Pinto
 
Say "Hi!" to Your New Boss
Say "Hi!" to Your New BossSay "Hi!" to Your New Boss
Say "Hi!" to Your New BossAndreas Dewes
 
Intro to machine learning
Intro to machine learningIntro to machine learning
Intro to machine learningGovind Mudumbai
 
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00tDefcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00tpseudor00t overflow
 
San Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for HackersSan Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for HackersAdam Gibson
 
BSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat DetectionBSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat DetectionAlex Davies
 
AI Orange Belt - Session 4
AI Orange Belt - Session 4AI Orange Belt - Session 4
AI Orange Belt - Session 4AI Black Belt
 
Barga Data Science lecture 2
Barga Data Science lecture 2Barga Data Science lecture 2
Barga Data Science lecture 2Roger Barga
 
AI For Your Business: An Unfair Competitive Advantage
AI For Your Business: An Unfair Competitive AdvantageAI For Your Business: An Unfair Competitive Advantage
AI For Your Business: An Unfair Competitive AdvantageVincent Serpico
 
Data mining and Machine learning expained in jargon free & lucid language
Data mining and Machine learning expained in jargon free & lucid languageData mining and Machine learning expained in jargon free & lucid language
Data mining and Machine learning expained in jargon free & lucid languageq-Maxim
 
Operationalizing Machine Learning in the Enterprise
Operationalizing Machine Learning in the EnterpriseOperationalizing Machine Learning in the Enterprise
Operationalizing Machine Learning in the Enterprisemark madsen
 
DutchMLSchool. Machine Learning: Why Now?
DutchMLSchool. Machine Learning: Why Now? 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 PauloBig Data & Machine Learning - TDC2013 Sao Paulo
Big Data & Machine Learning - TDC2013 Sao PauloOCTO Technology
 
Artificial Intelligence (ML - DL)
Artificial Intelligence (ML - DL)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 - 12/0713Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713Mathieu DESPRIEE
 
Decoding Data Science
Decoding Data ScienceDecoding Data Science
Decoding Data ScienceMatt Fornito
 
Machine learning at b.e.s.t. summer university
Machine learning  at b.e.s.t. summer universityMachine learning  at b.e.s.t. summer university
Machine learning at b.e.s.t. summer universityLászló Kovács
 
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...
Nazar Tymoshyk - Automation in modern Incident Detection & Response (IDR) pro...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 ModelTowards a Threat Hunting Automation Maturity Model
Towards a Threat Hunting Automation Maturity Model
 
Say "Hi!" to Your New Boss
Say "Hi!" to Your New BossSay "Hi!" to Your New Boss
Say "Hi!" to Your New Boss
 
Intro to machine learning
Intro to machine learningIntro to machine learning
Intro to machine learning
 
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00tDefcon 21-pinto-defending-networks-machine-learning by pseudor00t
Defcon 21-pinto-defending-networks-machine-learning by pseudor00t
 
Ml 101
Ml 101Ml 101
Ml 101
 
San Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for HackersSan Francisco Hacker News - Machine Learning for Hackers
San Francisco Hacker News - Machine Learning for Hackers
 
Good++
Good++Good++
Good++
 
BSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat DetectionBSides London 2018 - Solving Threat Detection
BSides London 2018 - Solving Threat Detection
 
AI Orange Belt - Session 4
AI Orange Belt - Session 4AI Orange Belt - Session 4
AI Orange Belt - Session 4
 
Barga Data Science lecture 2
Barga Data Science lecture 2Barga Data Science lecture 2
Barga Data Science lecture 2
 
AI For Your Business: An Unfair Competitive Advantage
AI For Your Business: An Unfair Competitive AdvantageAI 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 languageData 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 EnterpriseOperationalizing Machine Learning in the Enterprise
Operationalizing Machine Learning in the Enterprise
 
DutchMLSchool. Machine Learning: Why Now?
DutchMLSchool. Machine Learning: Why Now? DutchMLSchool. Machine Learning: Why Now?
DutchMLSchool. Machine Learning: Why Now?
 
Big Data & Machine Learning - TDC2013 Sao Paulo
Big Data & Machine Learning - TDC2013 Sao PauloBig Data & Machine Learning - TDC2013 Sao Paulo
Big Data & Machine Learning - TDC2013 Sao Paulo
 
Artificial Intelligence (ML - DL)
Artificial Intelligence (ML - DL)Artificial Intelligence (ML - DL)
Artificial Intelligence (ML - DL)
 
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
Big Data & Machine Learning - TDC2013 São Paulo - 12/0713
 
Decoding Data Science
Decoding Data ScienceDecoding Data Science
Decoding Data Science
 
Machine learning at b.e.s.t. summer university
Machine learning  at b.e.s.t. summer universityMachine 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...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 PythonThinking in Functions: Functional Programming in Python
Thinking in Functions: Functional Programming in PythonAnoop Thomas Mathew
 
Getting Started on distributed version control with git
Getting Started on distributed version control with gitGetting Started on distributed version control with git
Getting Started on distributed version control with gitAnoop Thomas Mathew
 
Advanced Computing for Sustainable Future
Advanced Computing for Sustainable FutureAdvanced Computing for Sustainable Future
Advanced Computing for Sustainable FutureAnoop Thomas Mathew
 
Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries Anoop Thomas Mathew
 
How slow is Real slow - PyCon India 2013
How slow is Real slow - PyCon India 2013 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 2012Redis way of Anayltics with Python - Fifth Elephant 2012
Redis way of Anayltics with Python - Fifth Elephant 2012Anoop Thomas Mathew
 
Building a Company atop of Open Source
Building a Company atop of Open SourceBuilding a Company atop of Open Source
Building a Company atop of Open SourceAnoop Thomas Mathew
 
Test Driven Development in Python
Test Driven Development in PythonTest Driven Development in Python
Test Driven Development in PythonAnoop Thomas Mathew
 

Mais de Anoop Thomas Mathew (17)

Thinking in Functions: Functional Programming in Python
Thinking in Functions: Functional Programming in PythonThinking in Functions: Functional Programming in Python
Thinking in Functions: Functional Programming in Python
 
Protoyping Painkiller Startups
Protoyping Painkiller StartupsProtoyping Painkiller Startups
Protoyping Painkiller Startups
 
ingenium
ingeniumingenium
ingenium
 
Web Development Fundamentals
Web Development FundamentalsWeb Development Fundamentals
Web Development Fundamentals
 
What The Web!
What The Web!What The Web!
What The Web!
 
Investor pitch deck for Vibe
Investor pitch deck for VibeInvestor pitch deck for Vibe
Investor pitch deck for Vibe
 
Getting Started on distributed version control with git
Getting Started on distributed version control with gitGetting Started on distributed version control with git
Getting Started on distributed version control with git
 
Let's Contribute
Let's ContributeLet's Contribute
Let's Contribute
 
Advanced Computing for Sustainable Future
Advanced Computing for Sustainable FutureAdvanced Computing for Sustainable Future
Advanced Computing for Sustainable Future
 
Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries Ambidextrous Python - Introduction Python Libraries
Ambidextrous Python - Introduction Python Libraries
 
Faster Python
Faster PythonFaster Python
Faster Python
 
Startups and FOSS
Startups and FOSSStartups and FOSS
Startups and FOSS
 
How slow is Real slow - PyCon India 2013
How slow is Real slow - PyCon India 2013 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 2012Redis 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 SourceBuilding a Company atop of Open Source
Building a Company atop of Open Source
 
Pycon 2012 Scikit-Learn
Pycon 2012 Scikit-LearnPycon 2012 Scikit-Learn
Pycon 2012 Scikit-Learn
 
Test Driven Development in Python
Test Driven Development in PythonTest Driven Development in Python
Test Driven Development in Python
 

Último

ERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxAutus Cyber Tech
 
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.Sharon Liu
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024Mind IT Systems
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfBrain Inventory
 
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorOpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorShane Coughlan
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeNeo4j
 
AI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyAI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyRaymond Okyere-Forson
 
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...OnePlan Solutions
 
Introduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntroduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntelliSource Technologies
 
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadCybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadIvo Andreev
 
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Jaydeep Chhasatia
 
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/MLBig 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/MLAlluxio, Inc.
 
Generative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-CouncilGenerative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-CouncilVICTOR MAESTRE RAMIREZ
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptkinjal48
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?AmeliaSmith90
 
Enterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze IncEnterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze Incrobinwilliams8624
 
online pdf editor software solutions.pdf
online pdf editor software solutions.pdfonline pdf editor software solutions.pdf
online pdf editor software solutions.pdfMeon Technology
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesSoftwareMill
 

Último (20)

ERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptxERP For Electrical and Electronics manufecturing.pptx
ERP For Electrical and Electronics manufecturing.pptx
 
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
20240319 Car Simulator Plan.pptx . Plan for a JavaScript Car Driving Simulator.
 
Top Software Development Trends in 2024
Top Software Development Trends in  2024Top Software Development Trends in  2024
Top Software Development Trends in 2024
 
Why Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdfWhy Choose Brain Inventory For Ecommerce Development.pdf
Why Choose Brain Inventory For Ecommerce Development.pdf
 
OpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS CalculatorOpenChain Webinar: Universal CVSS Calculator
OpenChain Webinar: Universal CVSS Calculator
 
Salesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptxSalesforce AI Associate Certification.pptx
Salesforce AI Associate Certification.pptx
 
IA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG timeIA Generativa y Grafos de Neo4j: RAG time
IA Generativa y Grafos de Neo4j: RAG time
 
AI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human BeautyAI Embracing Every Shade of Human Beauty
AI Embracing Every Shade of Human Beauty
 
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
Transforming PMO Success with AI - Discover OnePlan Strategic Portfolio Work ...
 
Introduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptxIntroduction-to-Software-Development-Outsourcing.pptx
Introduction-to-Software-Development-Outsourcing.pptx
 
Cybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and BadCybersecurity Challenges with Generative AI - for Good and Bad
Cybersecurity Challenges with Generative AI - for Good and Bad
 
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
Optimizing Business Potential: A Guide to Outsourcing Engineering Services in...
 
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/MLBig 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
 
Generative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-CouncilGenerative AI for Cybersecurity - EC-Council
Generative AI for Cybersecurity - EC-Council
 
Webinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.pptWebinar_050417_LeClair12345666777889.ppt
Webinar_050417_LeClair12345666777889.ppt
 
Kawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in TrivandrumKawika Technologies pvt ltd Software Development Company in Trivandrum
Kawika Technologies pvt ltd Software Development Company in Trivandrum
 
How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?How Does the Epitome of Spyware Differ from Other Malicious Software?
How Does the Epitome of Spyware Differ from Other Malicious Software?
 
Enterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze IncEnterprise Document Management System - Qualityze Inc
Enterprise Document Management System - Qualityze Inc
 
online pdf editor software solutions.pdf
online pdf editor software solutions.pdfonline pdf editor software solutions.pdf
online pdf editor software solutions.pdf
 
Growing Oxen: channel operators and retries
Growing Oxen: channel operators and retriesGrowing Oxen: channel operators and retries
Growing Oxen: channel operators and retries
 

Writing Smarter Applications with Machine Learning