Presentation from the technology track at I Love APIs London 2016 featuring Dhananjay Tripathi, Bupa and Ian Cooper, Thomson Reuters.
Building an API program in a large enterprise requires a new mindset relative to traditional SOA principles. In this session, learn about the required shift in thinking, from orchestration and mediation in ESBs to API-first design approaches, and the need to promote, socialize, monitor, and assess APIs once they are exposed.
APIStrat Keynote: Lessons in Transforming the Enterprise to an API PlatformLaunchAny
This document outlines lessons from transforming an enterprise to an API platform. It discusses 5 key lessons: 1) developing an API strategy, 2) implementing federated API governance, 3) modernizing architecture and delivery, 4) increasing API adoption, and 5) defining platform processes. The goal is to offer a platform that supports internal developers, public app developers, customers, and third-party approved apps through APIs, streams, and events.
WaveMaker helps enterprises develop, publish, manage, and consume APIs to create successful API programs and ecosystems. It provides a full end-to-end API solution that allows enterprises to quickly generate REST APIs from data and legacy systems, publish and securely manage APIs, and enable rapid application development for internal and external consumption of APIs. Key benefits include automated API generation, mock data creation, enterprise-grade security, detailed monitoring, and support for building an application ecosystem around published APIs.
Driving Digital Innovation with a Layered API Design ApproachAkana
In this webinar, Akana’s guest speaker, Randy Heffner of Forrester Research, will describe the principles of layered API design and why it is critical for your API strategy. Alistair Farquharson, CTO at Akana, will describe the concept of federated APIs and how an API Management platform can be effectively used to deliver layered API design. Included will be:
- Why businesses undergoing digital transformation need to design for multiple channels.
- The principles of layered API design.
- What federated APIs are.
- How an API Management platform can be leveraged to deliver layered API Design.
INTERFACE, by apidays - The 8 Key Components of a Modern API Stack by Iddo G...apidays
INTERFACE, by apidays 2021 - It’s APIs all the way down
June 30, July 1 & 2, 2021
The 8 Key Components of a Modern API Stack
Iddo Gino, CEO at RapidAPI
10 steps to design and build the perfectSon Nguyen
The document outlines 10 steps to design and build the perfect API: 1) Choose an API type, 2) Plan capabilities by considering users and actions, 3) Create a blueprint using spec-driven development to catch errors early, 4) Involve users in providing feedback on prototypes, 5) Design authentication options, 6) Carefully design resources for usability and longevity, 7) Design consistent methods that follow standards, 8) Ensure clients can easily implement and understand the API, 9) Provide documentation and error responses, and 10) Manage, document, and share the completed API.
Lessons in Transforming the Enterprise to an API PlatformLaunchAny
A look at lessons from our recent consulting engagements on why and how enterprises are moving from an API program to an API platform as part of their digital transformation. Includes 5 common practices we see across successful enterprises as they move to an API platform. Recording: https://www.youtube.com/watch?v=Km-mCx0Zbgo&feature=youtu.be
Presentation from the technology track at I Love APIs London 2016 featuring Dhananjay Tripathi, Bupa and Ian Cooper, Thomson Reuters.
Building an API program in a large enterprise requires a new mindset relative to traditional SOA principles. In this session, learn about the required shift in thinking, from orchestration and mediation in ESBs to API-first design approaches, and the need to promote, socialize, monitor, and assess APIs once they are exposed.
APIStrat Keynote: Lessons in Transforming the Enterprise to an API PlatformLaunchAny
This document outlines lessons from transforming an enterprise to an API platform. It discusses 5 key lessons: 1) developing an API strategy, 2) implementing federated API governance, 3) modernizing architecture and delivery, 4) increasing API adoption, and 5) defining platform processes. The goal is to offer a platform that supports internal developers, public app developers, customers, and third-party approved apps through APIs, streams, and events.
WaveMaker helps enterprises develop, publish, manage, and consume APIs to create successful API programs and ecosystems. It provides a full end-to-end API solution that allows enterprises to quickly generate REST APIs from data and legacy systems, publish and securely manage APIs, and enable rapid application development for internal and external consumption of APIs. Key benefits include automated API generation, mock data creation, enterprise-grade security, detailed monitoring, and support for building an application ecosystem around published APIs.
Driving Digital Innovation with a Layered API Design ApproachAkana
In this webinar, Akana’s guest speaker, Randy Heffner of Forrester Research, will describe the principles of layered API design and why it is critical for your API strategy. Alistair Farquharson, CTO at Akana, will describe the concept of federated APIs and how an API Management platform can be effectively used to deliver layered API design. Included will be:
- Why businesses undergoing digital transformation need to design for multiple channels.
- The principles of layered API design.
- What federated APIs are.
- How an API Management platform can be leveraged to deliver layered API Design.
INTERFACE, by apidays - The 8 Key Components of a Modern API Stack by Iddo G...apidays
INTERFACE, by apidays 2021 - It’s APIs all the way down
June 30, July 1 & 2, 2021
The 8 Key Components of a Modern API Stack
Iddo Gino, CEO at RapidAPI
10 steps to design and build the perfectSon Nguyen
The document outlines 10 steps to design and build the perfect API: 1) Choose an API type, 2) Plan capabilities by considering users and actions, 3) Create a blueprint using spec-driven development to catch errors early, 4) Involve users in providing feedback on prototypes, 5) Design authentication options, 6) Carefully design resources for usability and longevity, 7) Design consistent methods that follow standards, 8) Ensure clients can easily implement and understand the API, 9) Provide documentation and error responses, and 10) Manage, document, and share the completed API.
Lessons in Transforming the Enterprise to an API PlatformLaunchAny
A look at lessons from our recent consulting engagements on why and how enterprises are moving from an API program to an API platform as part of their digital transformation. Includes 5 common practices we see across successful enterprises as they move to an API platform. Recording: https://www.youtube.com/watch?v=Km-mCx0Zbgo&feature=youtu.be
The document discusses how to build a reusable eLearning framework using APIs. It notes that APIs can provide significant cost and time savings through standardization, shorter development cycles, improved quality, and better risk management. When creating an API, planning and collaboration are important. The API should have intuitive methods and properties to allow code to ignore implementation details. The first steps are to identify commonly repeated tasks and code from existing projects to determine what to include in the API.
Real World API Business Models That Worked
Mark Boyd, Writer, ProgrammableWeb
What business revenue models are most successful for API providers seeking to build active third-party developer communities? How much can an API act to leverage revenue growth and market share, and what timeline for success is realistic? This presentation goes beyond the theory to share some initial data on what businesses are experiencing when implementing an API strategy.
This presentation summarizes the critical success factors from 15 API business case studies including:
- Type of business model used and revenue-share data against cost estimations
- What developer engagement strategies grew API usage the fastest
- What factors reduced churn rate amongst third-party developers
- Developer onboarding timeframe
- What factors influenced internal support for an API strategy
This document contains summaries from three speakers on the topic of building APIs for developers.
The first speaker, Kevin Kohut from Accenture, discusses that developers do not care about business models or backend services, they want easy API discovery, adherence to standards, usable examples, and simple monetization.
The second speaker, Kevin Toms from Philips Hue, emphasizes the importance of providing a business model for developers and maintaining documentation and support. He discusses Philips Hue's model which allows developers to create and sell apps.
The third speaker, Allen Rodgers from Pearson, stresses that APIs should be treated as a product with easy access, great documentation, active communities, and phenomenal support to
The document provides an overview of MuleSoft's API Manager. It discusses the key components of the API Manager including the API Store, API Gateway, and Key Manager. It also describes the roles and lifecycle involved in managing APIs, from creation to retirement. The default mediation flow executed on each API call involves inbound, outbound, and fault sequences.
Establish, Grow, and Mature Your API Platform - James Higginbotham, LaunchAnyNordic APIs
A presentation given by James Higginbotham, Executive API Consultant, LaunchAny, at our 2024 Austin API Summit, March 12-13.
Session Description: Building and growing an API platform takes more than building and organizing your APIs. It requires understanding the needs of your ecosystem, establishing lightweight processes that drive discoverability, providing the resources for self-service enablement, and delivering a federated API coach program to scale your efforts. This talk will explore the practices and patterns implemented by global organizations that will help your API ecosystem shift from a functional program to a transformational API platform.
Accidental API developer - the 12 month pregnancy to create new APIMarjukka Niinioja
How to transfer from legacy system and legacy company to the brave new API world? Sharing some hands on experiences from 5 year journey in API development. “Rome wasn’t built in a day, nor should an API” so how should you prepare for the technological, organizational and business change: How do you change your sales, customer service and consultants to API sales, API customer service and API consultants? To solve or not to solve an integration problem with API? When UX problems changed to (API) service design problems?
APIs used to be a technical implementation detail reserved for developers and architects. In the Web age, APIs make more business sense than ever before. This presentation gives a ring side view of How to Craft Business Strategy around APIs.
apidays LIVE LONDON - API platform strategy and operating models by Kiran Nadgirapidays
apidays LIVE LONDON - The Road to Embedded Finance, Banking and Insurance with APIs
API platform strategy and operating models
Kiran Nadgir, Head of API Platforms at Silicon Valley Bank
INTERFACE by apidays 2023 - Governance Doesn't Have to be a Dirty Word, Jason...apidays
INTERFACE by apidays 2023
APIs for a “Smart” economy. Embedding AI to deliver Smart APIs and turn into an exponential organization
June 28 & 29, 2023
Governance Doesn't Have to be a Dirty Word
Jason Harmon, CTO at Stoplight
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Deep-Dive: How Can APIs Help You Innovate? (Partner Ecosystems)Apigee | Google Cloud
The document discusses how APIs can help organizations innovate by building ecosystems. It outlines how early integration approaches required point-to-point connections but APIs now allow maximum reuse and open the door to more partners. The document presents examples of how Phillips Hue, Swisscom, and The World Bank used Apigee Edge to build successful digital ecosystems and external developer programs through their API strategies. It emphasizes that ecosystems require frictionless experiences for developers and visibility into the digital value chain.
ODPi is a non-profit organization committed to simplifying and standardizing the big data ecosystem. It provides common runtime specifications and reference implementations to enable "test once, run everywhere" compatibility. ODPi operates under an open governance model where any company can join as a member and all members have an equal vote. The organization's specifications aim to reduce costs and complexity for ISVs, end customers, and Hadoop platform providers.
Pitney Bowes Uses Development and Testing Tools to Drive Early API Developmen...CA Technologies
How Pitney Bowes uses modern development and testing tools, such as CA Service Virtualization, to drive early API development and enable parallel development, with a simple purpose: go faster.
Why speed with quality are so important and what is parallel development and its implications for Pitney Bowes’ success in bringing innovation to market faster.
For more information, please visit http://cainc.to/Nv2VOe
Introduction to Apigee Presentation.pptxKnoldus Inc.
Apigee is Google Cloud's native API management platform that can be used to build, manage, and secure APIs — for any use case, environment, or scale. Apigee offers high-performance API proxies to create a consistent, reliable interface for your backend services. The proxy layer gives you granular control over security, rate limiting, quotas, analytics, and more for all your services.
Foundations of a Successful Developer Platform - DeveloperWeek 2015Kamyar Mohager
This document discusses key considerations for building a successful developer platform. It covers platform strategy, API architecture and development, documentation and support, and monitoring and operability. For platform strategy, it recommends defining the platform's value and determining who it targets. For APIs, it suggests consuming internal APIs externally and treating APIs as products. For documentation, it advises decreasing time to first API call through clear documentation. And for monitoring, it stresses the importance of monitoring platform health internally and externally.
A journey in the API Economy - Riccardo Pulcini - Codemotion Rome 2018Codemotion
We present our excursus in collaboration with one of our main customers in the development of a new environment dedicated to the management and sales of API. The main objective of this project is to enable the services exposed by the customer in his internal architecture to the growing world of the "start up" using the Axway API Gateway and the microservices architecture. We will discuss the difficulties encountered and how the use of the main patterns related to microservices have helped us overcome them.
The document discusses using AI and OpenAI APIs to assist with software testing. It provides an overview of AI types like narrow, general and super intelligence. It also discusses generative AI and common tools for text, image, video and code generation. The document demonstrates how to use OpenAI APIs with Postman, including exploring ideas for API fuzzing and test result analysis. It shares the current state of AI in testing tools and how AI could help with other testing activities beyond automation.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, Android and SharePoint. It has development centers in the US and India to deliver cost-efficient and high quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare etc. It offers services like custom software development, mobile app development, digital marketing and more.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, and Android. It has development centers in the US and India to deliver cost-efficient and high-quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare, and more. It offers services like custom software development, mobile app development, digital marketing, and technical support.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, and Android. It has development centers in the US and India to deliver cost-efficient and high-quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare, and more. It offers services like custom software development, mobile app development, digital marketing, and technical support.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
The document discusses how to build a reusable eLearning framework using APIs. It notes that APIs can provide significant cost and time savings through standardization, shorter development cycles, improved quality, and better risk management. When creating an API, planning and collaboration are important. The API should have intuitive methods and properties to allow code to ignore implementation details. The first steps are to identify commonly repeated tasks and code from existing projects to determine what to include in the API.
Real World API Business Models That Worked
Mark Boyd, Writer, ProgrammableWeb
What business revenue models are most successful for API providers seeking to build active third-party developer communities? How much can an API act to leverage revenue growth and market share, and what timeline for success is realistic? This presentation goes beyond the theory to share some initial data on what businesses are experiencing when implementing an API strategy.
This presentation summarizes the critical success factors from 15 API business case studies including:
- Type of business model used and revenue-share data against cost estimations
- What developer engagement strategies grew API usage the fastest
- What factors reduced churn rate amongst third-party developers
- Developer onboarding timeframe
- What factors influenced internal support for an API strategy
This document contains summaries from three speakers on the topic of building APIs for developers.
The first speaker, Kevin Kohut from Accenture, discusses that developers do not care about business models or backend services, they want easy API discovery, adherence to standards, usable examples, and simple monetization.
The second speaker, Kevin Toms from Philips Hue, emphasizes the importance of providing a business model for developers and maintaining documentation and support. He discusses Philips Hue's model which allows developers to create and sell apps.
The third speaker, Allen Rodgers from Pearson, stresses that APIs should be treated as a product with easy access, great documentation, active communities, and phenomenal support to
The document provides an overview of MuleSoft's API Manager. It discusses the key components of the API Manager including the API Store, API Gateway, and Key Manager. It also describes the roles and lifecycle involved in managing APIs, from creation to retirement. The default mediation flow executed on each API call involves inbound, outbound, and fault sequences.
Establish, Grow, and Mature Your API Platform - James Higginbotham, LaunchAnyNordic APIs
A presentation given by James Higginbotham, Executive API Consultant, LaunchAny, at our 2024 Austin API Summit, March 12-13.
Session Description: Building and growing an API platform takes more than building and organizing your APIs. It requires understanding the needs of your ecosystem, establishing lightweight processes that drive discoverability, providing the resources for self-service enablement, and delivering a federated API coach program to scale your efforts. This talk will explore the practices and patterns implemented by global organizations that will help your API ecosystem shift from a functional program to a transformational API platform.
Accidental API developer - the 12 month pregnancy to create new APIMarjukka Niinioja
How to transfer from legacy system and legacy company to the brave new API world? Sharing some hands on experiences from 5 year journey in API development. “Rome wasn’t built in a day, nor should an API” so how should you prepare for the technological, organizational and business change: How do you change your sales, customer service and consultants to API sales, API customer service and API consultants? To solve or not to solve an integration problem with API? When UX problems changed to (API) service design problems?
APIs used to be a technical implementation detail reserved for developers and architects. In the Web age, APIs make more business sense than ever before. This presentation gives a ring side view of How to Craft Business Strategy around APIs.
apidays LIVE LONDON - API platform strategy and operating models by Kiran Nadgirapidays
apidays LIVE LONDON - The Road to Embedded Finance, Banking and Insurance with APIs
API platform strategy and operating models
Kiran Nadgir, Head of API Platforms at Silicon Valley Bank
INTERFACE by apidays 2023 - Governance Doesn't Have to be a Dirty Word, Jason...apidays
INTERFACE by apidays 2023
APIs for a “Smart” economy. Embedding AI to deliver Smart APIs and turn into an exponential organization
June 28 & 29, 2023
Governance Doesn't Have to be a Dirty Word
Jason Harmon, CTO at Stoplight
------
Check out our conferences at https://www.apidays.global/
Do you want to sponsor or talk at one of our conferences?
https://apidays.typeform.com/to/ILJeAaV8
Learn more on APIscene, the global media made by the community for the community:
https://www.apiscene.io
Explore the API ecosystem with the API Landscape:
https://apilandscape.apiscene.io/
Deep-Dive: How Can APIs Help You Innovate? (Partner Ecosystems)Apigee | Google Cloud
The document discusses how APIs can help organizations innovate by building ecosystems. It outlines how early integration approaches required point-to-point connections but APIs now allow maximum reuse and open the door to more partners. The document presents examples of how Phillips Hue, Swisscom, and The World Bank used Apigee Edge to build successful digital ecosystems and external developer programs through their API strategies. It emphasizes that ecosystems require frictionless experiences for developers and visibility into the digital value chain.
ODPi is a non-profit organization committed to simplifying and standardizing the big data ecosystem. It provides common runtime specifications and reference implementations to enable "test once, run everywhere" compatibility. ODPi operates under an open governance model where any company can join as a member and all members have an equal vote. The organization's specifications aim to reduce costs and complexity for ISVs, end customers, and Hadoop platform providers.
Pitney Bowes Uses Development and Testing Tools to Drive Early API Developmen...CA Technologies
How Pitney Bowes uses modern development and testing tools, such as CA Service Virtualization, to drive early API development and enable parallel development, with a simple purpose: go faster.
Why speed with quality are so important and what is parallel development and its implications for Pitney Bowes’ success in bringing innovation to market faster.
For more information, please visit http://cainc.to/Nv2VOe
Introduction to Apigee Presentation.pptxKnoldus Inc.
Apigee is Google Cloud's native API management platform that can be used to build, manage, and secure APIs — for any use case, environment, or scale. Apigee offers high-performance API proxies to create a consistent, reliable interface for your backend services. The proxy layer gives you granular control over security, rate limiting, quotas, analytics, and more for all your services.
Foundations of a Successful Developer Platform - DeveloperWeek 2015Kamyar Mohager
This document discusses key considerations for building a successful developer platform. It covers platform strategy, API architecture and development, documentation and support, and monitoring and operability. For platform strategy, it recommends defining the platform's value and determining who it targets. For APIs, it suggests consuming internal APIs externally and treating APIs as products. For documentation, it advises decreasing time to first API call through clear documentation. And for monitoring, it stresses the importance of monitoring platform health internally and externally.
A journey in the API Economy - Riccardo Pulcini - Codemotion Rome 2018Codemotion
We present our excursus in collaboration with one of our main customers in the development of a new environment dedicated to the management and sales of API. The main objective of this project is to enable the services exposed by the customer in his internal architecture to the growing world of the "start up" using the Axway API Gateway and the microservices architecture. We will discuss the difficulties encountered and how the use of the main patterns related to microservices have helped us overcome them.
The document discusses using AI and OpenAI APIs to assist with software testing. It provides an overview of AI types like narrow, general and super intelligence. It also discusses generative AI and common tools for text, image, video and code generation. The document demonstrates how to use OpenAI APIs with Postman, including exploring ideas for API fuzzing and test result analysis. It shares the current state of AI in testing tools and how AI could help with other testing activities beyond automation.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, Android and SharePoint. It has development centers in the US and India to deliver cost-efficient and high quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare etc. It offers services like custom software development, mobile app development, digital marketing and more.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, and Android. It has development centers in the US and India to deliver cost-efficient and high-quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare, and more. It offers services like custom software development, mobile app development, digital marketing, and technical support.
App Innovation Technologies is an IT consulting company that provides web and mobile application development, enterprise solutions, and collaboration services using technologies like PHP, .NET, iOS, and Android. It has development centers in the US and India to deliver cost-efficient and high-quality solutions. The company has developed various web and mobile applications for clients across different industries like automotive, banking, healthcare, and more. It offers services like custom software development, mobile app development, digital marketing, and technical support.
Semelhante a Internship_p.pptx the development of chatbot using OpenAI API (20)
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Discover the latest insights on Data Driven Maintenance with our comprehensive webinar presentation. Learn about traditional maintenance challenges, the right approach to utilizing data, and the benefits of adopting a Data Driven Maintenance strategy. Explore real-world examples, industry best practices, and innovative solutions like FMECA and the D3M model. This presentation, led by expert Jules Oudmans, is essential for asset owners looking to optimize their maintenance processes and leverage digital technologies for improved efficiency and performance. Download now to stay ahead in the evolving maintenance landscape.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Batteries -Introduction – Types of Batteries – discharging and charging of battery - characteristics of battery –battery rating- various tests on battery- – Primary battery: silver button cell- Secondary battery :Ni-Cd battery-modern battery: lithium ion battery-maintenance of batteries-choices of batteries for electric vehicle applications.
Fuel Cells: Introduction- importance and classification of fuel cells - description, principle, components, applications of fuel cells: H2-O2 fuel cell, alkaline fuel cell, molten carbonate fuel cell and direct methanol fuel cells.
artificial intelligence and data science contents.pptxGauravCar
What is artificial intelligence? Artificial intelligence is the ability of a computer or computer-controlled robot to perform tasks that are commonly associated with the intellectual processes characteristic of humans, such as the ability to reason.
› ...
Artificial intelligence (AI) | Definitio
CHINA’S GEO-ECONOMIC OUTREACH IN CENTRAL ASIAN COUNTRIES AND FUTURE PROSPECTjpsjournal1
The rivalry between prominent international actors for dominance over Central Asia's hydrocarbon
reserves and the ancient silk trade route, along with China's diplomatic endeavours in the area, has been
referred to as the "New Great Game." This research centres on the power struggle, considering
geopolitical, geostrategic, and geoeconomic variables. Topics including trade, political hegemony, oil
politics, and conventional and nontraditional security are all explored and explained by the researcher.
Using Mackinder's Heartland, Spykman Rimland, and Hegemonic Stability theories, examines China's role
in Central Asia. This study adheres to the empirical epistemological method and has taken care of
objectivity. This study analyze primary and secondary research documents critically to elaborate role of
china’s geo economic outreach in central Asian countries and its future prospect. China is thriving in trade,
pipeline politics, and winning states, according to this study, thanks to important instruments like the
Shanghai Cooperation Organisation and the Belt and Road Economic Initiative. According to this study,
China is seeing significant success in commerce, pipeline politics, and gaining influence on other
governments. This success may be attributed to the effective utilisation of key tools such as the Shanghai
Cooperation Organisation and the Belt and Road Economic Initiative.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
3. INTRODUCTION
About Persistent Systems ltd.
3
• Persistent Systems Ltd is a software development company that
develops and maintains software systems and solutions.
• Persistent Systems is a trusted Digital Engineering and
Enterprise Modernization partner, combining deep technical
expertise and industry experience to help their clients
anticipate what’s next and take action.
• Founded in 1990 in Pune by Anand Deshpande .
• The company operates in the US, France, India, South Africa,
Singapore, Japan and Australia.
4. BRIEF OVERVIEW
1. DATA SECURITY COURSE 101
2. DATA SECURITY COURSE 102
3. Prevention of Sexual Harassment
4
Courses Attended:
5. ABOUT PROJECT:
CHATBOT FOR PRODUCT SUGGESTIONS USING OPENAI AND
SHOPIFY API'S
The objective of this project was to develop a chatbot that would allow users to seek
information about a product. If the desired product was available or met specific
specifications, the chatbot would provide a list of suggested products.
The Project was Divided in two parts:
1. Creating a Shopify Store
2. Integrating the chatbot with shopify Api to get Suggestion’s.
Tool’s used:
1. Shopify
2. OpenAI Api
3. Postman
4. Visual Studio Codes
6. SHOPIFY STORE
6
Shopify is a complete commerce platform that lets anyone start, grow, manage, and
scale a business. It enables businesses to build an online store, market to customers,
and accept payments across multiple sales channels and locations—all in one place.
Benefits of Shopify:
1. With Shopify, business owners can build and customize an online store and sell in multiple
places
2. Add or remove products at any time.
3. Admin can put the quantity of products in the store.
4. Can safely access it from any compatible device with an internet connection.
5. Easy to customize the themes.
8. INTEGRATION OF OPENAI API AND SHOPIFY
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• Shopify stores uses REST Api’s.
• A Rest API uses GET, POST, PUT, DELETE methods to communicate.
• With the help of admin accessed Api link, we can easily add or remove
products and fetch other details.
Testing Api:
Postman is a standalone software testing API platform to
build, test, design, modify, and document APIs. It is a
simple GUI for sending and viewing HTTP requests and
responses.
9. 9
Creating a Chatbot using Node.js:
• Use the console to get the inputs from user
and printing output.
• Node.js is use to Program server side code.
• The asynchronous Programming possible
through node.js
• await function help us to get the contents and
run the other task once the previous task is
complete.
• OpenAI API is used to fetch Keywords related to
Product Type, Vender name, Colour and Other
Properties.
• Shopify Api uses the generated keywords to fetch
Products .
10. OUTCOMES
1.Improved Technical skills like node.js
2. Learned to integrate API’s, and create a shopify website.
3. Gained the knowledge about Data security.
4. Obtained invaluable experience to work in professional
environment.
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