This short document does not contain enough information to summarize in 3 sentences or less. It only contains the word "test" and does not provide any meaningful context or details that could be extracted to create an informative summary.
Pranav Prakash is a VP of engineering who has worked on projects involving machine learning, computer vision, and recommendations. The document discusses fundamental concepts in artificial intelligence including intelligent search algorithms. It covers categories of machine learning such as supervised, unsupervised, and reinforcement learning. Popular machine learning techniques like classification, clustering, and regression are described. Real-life applications of machine learning like recommender systems, sentiment analysis, and object recognition are also mentioned.
The document summarizes the results of the 2016 India SaaS Survey conducted jointly by Signal Hill and iSPIRT. Some key findings:
- The survey received responses from 76 SaaS companies in India, up from 39 last year.
- NCR has emerged as a new hotspot for SaaS companies, moving up to the second most popular region.
- Most respondents are vertically focused SaaS players and have achieved meaningful scale focusing on customers in India in addition to the US.
- Median ARR of respondents is $0.75Mn with a median employee count of 35, indicating many early-stage companies participated.
Deep Learning - The Past, Present and Future of Artificial IntelligenceLukas Masuch
The document provides an overview of deep learning, including its history, key concepts, applications, and recent advances. It discusses the evolution of deep learning techniques like convolutional neural networks, recurrent neural networks, generative adversarial networks, and their applications in computer vision, natural language processing, and games. Examples include deep learning for image recognition, generation, segmentation, captioning, and more.
These are the slides for Module 2 of Data Engineering Track, for University of Toronto, March 2022. The video playlist is available at https://www.youtube.com/playlist?list=PLWoneCyhdP1DWijBQo7zj2uJbuEXaE6E2
This are the slides for Data Engineering Track Module 2. Prepared for University of Toronto in march 2022. Watch the playlist at https://www.youtube.com/playlist?list=PLWoneCyhdP1DWijBQo7zj2uJbuEXaE6E2
Uniform Resource Locators (URLs) are standardized addresses used to locate resources on the Internet. A URL contains the protocol or scheme being used (such as http or ftp), the domain name or IP address of the server, and the path to the specific file or resource. Well-formed URLs follow a general syntax of <scheme>://<domain>/<path>. They allow both humans and software programs to directly access electronic resources anywhere on the Internet or on private networks.
The story of how solving one problem the OpenSource way
opened doors to so much more. Talk presented by Pranav Prakash and Hari Prasanna at OSDConf 2014, New Delhi.
Pranav Prakash is a VP of engineering who has worked on projects involving machine learning, computer vision, and recommendations. The document discusses fundamental concepts in artificial intelligence including intelligent search algorithms. It covers categories of machine learning such as supervised, unsupervised, and reinforcement learning. Popular machine learning techniques like classification, clustering, and regression are described. Real-life applications of machine learning like recommender systems, sentiment analysis, and object recognition are also mentioned.
The document summarizes the results of the 2016 India SaaS Survey conducted jointly by Signal Hill and iSPIRT. Some key findings:
- The survey received responses from 76 SaaS companies in India, up from 39 last year.
- NCR has emerged as a new hotspot for SaaS companies, moving up to the second most popular region.
- Most respondents are vertically focused SaaS players and have achieved meaningful scale focusing on customers in India in addition to the US.
- Median ARR of respondents is $0.75Mn with a median employee count of 35, indicating many early-stage companies participated.
Deep Learning - The Past, Present and Future of Artificial IntelligenceLukas Masuch
The document provides an overview of deep learning, including its history, key concepts, applications, and recent advances. It discusses the evolution of deep learning techniques like convolutional neural networks, recurrent neural networks, generative adversarial networks, and their applications in computer vision, natural language processing, and games. Examples include deep learning for image recognition, generation, segmentation, captioning, and more.
These are the slides for Module 2 of Data Engineering Track, for University of Toronto, March 2022. The video playlist is available at https://www.youtube.com/playlist?list=PLWoneCyhdP1DWijBQo7zj2uJbuEXaE6E2
This are the slides for Data Engineering Track Module 2. Prepared for University of Toronto in march 2022. Watch the playlist at https://www.youtube.com/playlist?list=PLWoneCyhdP1DWijBQo7zj2uJbuEXaE6E2
Uniform Resource Locators (URLs) are standardized addresses used to locate resources on the Internet. A URL contains the protocol or scheme being used (such as http or ftp), the domain name or IP address of the server, and the path to the specific file or resource. Well-formed URLs follow a general syntax of <scheme>://<domain>/<path>. They allow both humans and software programs to directly access electronic resources anywhere on the Internet or on private networks.
The story of how solving one problem the OpenSource way
opened doors to so much more. Talk presented by Pranav Prakash and Hari Prasanna at OSDConf 2014, New Delhi.
The document discusses using Twitter during a live presentation to engage the audience and get feedback. It notes that everyone has a mobile device and loves to tweet, but there is a problem. It then demonstrates how tweeting can provide relevancy for the audience, allow authors to get feedback and track engagement, and help the audience feel connected through a single platform by leaving comments. The document encourages asking any questions using the hashtag #XCRT.
This document summarizes experiments comparing the open source search engine Lucene to a custom search engine called Juru on TREC data. The authors investigated differences in search quality between the two engines. They found that Lucene's default scoring was inferior to Juru's. They modified Lucene's scoring function by changing the document length normalization and term frequency normalization. Evaluations showed the modified Lucene performed comparably to Juru and other top systems in the TREC 1-Million Queries track, demonstrating the robustness of the modifications and the new evaluation measures.
This very short document contains two fruit names but provides no other context or information. It mentions both "banana" and "oranges" but does not explain their relationship or relevance to each other. The intended meaning or purpose is unclear from the limited content provided.
This very short document lists three types of fruit: banana, oranges, and peaches. It does not provide any other details about the fruits or context around them. The document simply names three different fruits in a list.
This very short document lists three types of fruit: apples, oranges, and peaches. It does not provide any other details about the fruits or context around them. The document simply names three common fruits in a list.
This very short document contains a list of three fruits: apple, banana, and peaches. It does not provide any additional context or details about the fruits.
This very short document contains a list of three fruits: apple, banana, and oranges. It does not provide any additional context or details about the fruits.
This document provides an overview of Project Oxygen, which aims to embed computation into everyday human life through pervasive and human-centered computing technologies. It describes several key technologies being developed, including intelligent spaces (E21) that can understand speech and gestures, mobile devices (H21) that are lightweight and customizable, and networks (N21) that allow devices to automatically discover and collaborate with each other. The goal is for computation to be seamlessly integrated and accessible anywhere, through technologies like knowledge access and automation. Project Oxygen is moving closer to realizing Mark Weiser's vision of ubiquitous computing.
Introduction to Category Theory for software engineersPranav Prakash
An Introduction to Category Theory for Software Engineers. By Dr Steve Easterbrook
Associate Professor,
Dept of Computer Science,
University of Toronto
sme@cs.toronto.edu
The document introduces different types of recommender systems including search-based recommendations, category-based recommendations, collaborative filtering, clustering, association rules, and information filtering. It discusses the key aspects of each approach such as how recommendations are generated, advantages, and limitations. The document also presents a taxonomy for classifying recommender systems based on factors like targeted customer inputs, community inputs, recommendation methods, and outputs.
How do I plan a Kilimanjaro Climb?
Planning to climb Mount Kilimanjaro is an exciting yet detailed process. Here’s a step-by-step guide to help you prepare for this incredible adventure.
The document discusses using Twitter during a live presentation to engage the audience and get feedback. It notes that everyone has a mobile device and loves to tweet, but there is a problem. It then demonstrates how tweeting can provide relevancy for the audience, allow authors to get feedback and track engagement, and help the audience feel connected through a single platform by leaving comments. The document encourages asking any questions using the hashtag #XCRT.
This document summarizes experiments comparing the open source search engine Lucene to a custom search engine called Juru on TREC data. The authors investigated differences in search quality between the two engines. They found that Lucene's default scoring was inferior to Juru's. They modified Lucene's scoring function by changing the document length normalization and term frequency normalization. Evaluations showed the modified Lucene performed comparably to Juru and other top systems in the TREC 1-Million Queries track, demonstrating the robustness of the modifications and the new evaluation measures.
This very short document contains two fruit names but provides no other context or information. It mentions both "banana" and "oranges" but does not explain their relationship or relevance to each other. The intended meaning or purpose is unclear from the limited content provided.
This very short document lists three types of fruit: banana, oranges, and peaches. It does not provide any other details about the fruits or context around them. The document simply names three different fruits in a list.
This very short document lists three types of fruit: apples, oranges, and peaches. It does not provide any other details about the fruits or context around them. The document simply names three common fruits in a list.
This very short document contains a list of three fruits: apple, banana, and peaches. It does not provide any additional context or details about the fruits.
This very short document contains a list of three fruits: apple, banana, and oranges. It does not provide any additional context or details about the fruits.
This document provides an overview of Project Oxygen, which aims to embed computation into everyday human life through pervasive and human-centered computing technologies. It describes several key technologies being developed, including intelligent spaces (E21) that can understand speech and gestures, mobile devices (H21) that are lightweight and customizable, and networks (N21) that allow devices to automatically discover and collaborate with each other. The goal is for computation to be seamlessly integrated and accessible anywhere, through technologies like knowledge access and automation. Project Oxygen is moving closer to realizing Mark Weiser's vision of ubiquitous computing.
Introduction to Category Theory for software engineersPranav Prakash
An Introduction to Category Theory for Software Engineers. By Dr Steve Easterbrook
Associate Professor,
Dept of Computer Science,
University of Toronto
sme@cs.toronto.edu
The document introduces different types of recommender systems including search-based recommendations, category-based recommendations, collaborative filtering, clustering, association rules, and information filtering. It discusses the key aspects of each approach such as how recommendations are generated, advantages, and limitations. The document also presents a taxonomy for classifying recommender systems based on factors like targeted customer inputs, community inputs, recommendation methods, and outputs.
How do I plan a Kilimanjaro Climb?
Planning to climb Mount Kilimanjaro is an exciting yet detailed process. Here’s a step-by-step guide to help you prepare for this incredible adventure.
Un viaje a Buenos Aires y sus alrededoresJudy Hochberg
A travelogue of my recent trip to Argentina, most to Buenos Aires, but including excursion to Iguazú waterfalls, Tigre, and Colonia del Sacramento in Uruguay
Assessing the Influence of Transportation on the Tourism Industry in Nigeriagsochially
This research dissertation investigates the complex interplay between transportation and the tourism industry in Nigeria, aiming to unravel critical insights that contribute to the enhancement of the overall tourist experience. The study employs a multi-faceted approach, literature review establishes a robust theoretical framework, incorporating The Service Quality and Satisfaction Theory to guide the research questions and hypotheses.
The methodology involves the distribution of a structured questionnaire, ensuring a representative sample and facilitating a comprehensive analysis of the gathered data.
Key findings include the nuanced perceptions of transportation infrastructure adequacy, safety and security concerns, financial influences on travel decisions, and the cultural and ecological impacts of transportation choices. These findings culminate in a comprehensive set of recommendations for policymakers and practitioners in the Nigerian tourism industry. The findings contribute to the existing literature by providing actionable insights for policymakers, stakeholders, and researchers in the Nigerian tourism sector.
The recommendations encompass gender-sensitive planning, infrastructure enhancements, safety measures, and strategic interventions to address financial constraints, ensuring a holistic and sustainable development of the tourism industry in Nigeria.
Author: Imafidon Osademwingie Martins
What Challenges Await Beginners in SnowshoeingSnowshoe Tahoe
Discover the exhilarating world of snowshoeing through our presentation, highlighting the challenges faced by beginners. From physical exertion to technical finesse and braving harsh winter conditions, each step in the snow brings new obstacles and unforgettable adventures. Embrace the challenge and conquer the winter wonderland with confidence!
Wayanad-The-Touristry-Heaven to the tour.pptxcosmo-soil
Wayanad, nestled in Kerala's Western Ghats, is a lush paradise renowned for its scenic landscapes, rich biodiversity, and cultural heritage. From trekking Chembra Peak to exploring ancient Edakkal Caves, Wayanad offers thrilling adventures and serene experiences. Its vibrant economy, driven by agriculture and tourism, highlights a harmonious blend of nature, tradition, and modernity.
Our excursions in tahiti offer stunning lagoon tours, vibrant marine life encounters, and cultural experiences. We ensure unforgettable adventures amidst breathtaking landscapes and serene waters. For more information, mail us at tracey@uniquetahiti.com.
Best Places to Stay in New Brunswick, Canada.Mahogany Manor
New Brunswick, a picturesque province in eastern Canada, offers a plethora of unique and charming places to stay for every kind of traveler. From the historic allure of Fredericton and the vibrant culture of Saint John to the natural beauty of Fundy National Park and the serene coastal towns like St. Andrews by-the-Sea, there's something for everyone. Whether you prefer luxury resorts, cozy inns, rustic lodges, or budget-friendly options, the best places to stay in New Brunswick ensure a memorable stay, allowing you to fully immerse yourself in the province's rich history, stunning landscapes, and warm hospitality.
https://www.mmanor.ca/blog/best-5-bed-and-breakfast-new-brunswick-canada
Discovering Egypt A Step-by-Step Guide to Planning Your Trip.pptImperial Egypt
Travelling to Egypt is like stepping into a time capsule where the past and present coexist, offering a unique blend of history, culture, and stunning landscapes.
See more: https://imperialegypt.com/tour-packages/
You can easily change/correct a name on your flight ticket under the American Airlines name change policy. The airline provides multiple online and offline modes to place a name change request. To learn more about how to change a name on American Airlines ticket, you can directly approach the airline’s customer support. Moreover, you can connect with a flight expert at +1-866-738-0741 for quick assistance.
How To Change Your Name On American Airlines Aadvantage.pptxedqour001namechange
American Airlines permits passengers to change/correct names on their AAdvantage account. Also, you can request a name change both online via a web portal and offline over the phone. For further information on how to change your name on American Airlines Advantage, get in touch with the airline’s customer service. Also, you can reach out to a consolidation desk at +1-866-738-0741 for quick assistance.