Final presentation
•Download as PPTX, PDF•
0 likes•131 views
This document provides information about the Pennsylvania colony, which was founded in 1681 by William Penn as the 12th British colony in North America. It became a U.S. state in 1787. The colony had natural resources like iron, coal, furs, forests, and farmland. Pennsylvania is known for places like Independence Hall where the Declaration of Independence was signed, the Liberty Bell, Gettysburg, and Valley Forge.
Report
Share
Report
Share
Recommended
Presentación1
Thanksgiving is celebrated in the United States on the fourth Thursday of November. It originated from a harvest celebration held by the Pilgrims and Native Americans in 1621. Modern Thanksgiving celebrations often involve parades featuring large balloons floating through major cities like New York.
Amalia cultura anglosajona
This document provides information about several national monuments and landmarks in the United States, including the Statue of Liberty, Mount Rushmore, and the Washington Monument. It also discusses the history of cowboys in America and some popular holidays celebrated in the US like Halloween, Thanksgiving, Christmas, and Independence Day.
Independence Day of the Bahamas
Stephen Eric Lawrence, who runs a charitable foundation in Nassau, Bahamas, participated in celebrations for the island nation's 40th anniversary of independence from Britain in 2013, even though he is not a native. Every July 10th, the Bahamas celebrates Independence Day to commemorate gaining freedom from British rule in 1964 after a history of control by several powers dating back to a Columbus settlement in the 15th century. To mark the occasion, citizens enjoy a week of festivities from July 3rd to the 10th including parades, performances, fireworks and more, with National Pride Day held the Friday before featuring marching bands and ceremonies.
Holidays in the English-Speaking Countries
Holidays in Great Britain summarizes the public holidays celebrated in Great Britain. The main holidays are Christmas, Boxing Day, New Year's Day, Good Friday, Easter Monday, May Day, Spring Bank Holiday and Summer Bank Holiday. Public holidays are also called "bank holidays" as banks and most businesses close. Christmas is the most popular and involves decorating trees, hanging stockings, and exchanging gifts with family on Christmas Eve and Christmas Day. Boxing Day on December 26th is an additional holiday for visiting others or watching sports. New Year's is less popular than Christmas but Hogmanay in Scotland is a major festival.
Thanksgiving day
Thanksgiving is an American holiday celebrated on the fourth Thursday of November each year to give thanks to God. It originated from religious pilgrims in Plymouth, Massachusetts who held a feast to thank the Native Americans for teaching them survival skills like growing corn and catching eels. While it began as a religious observance, Thanksgiving later became a federal holiday designated by President Roosevelt in 1941.
Eva
Arizona is a southwestern state known for its desert climate and diverse geography including forests, plateaus, mountains, and canyons. It has a long history dating back to Spanish exploration in the 16th century. Today, Phoenix is the most populated city and the state is known for its Native American art museums like the Heard Museum as well as other cultural institutions like the Phoenix Art Museum.
Thanksgiving
The document discusses the origins of Thanksgiving in the United States. It notes that Native American tribes lived in the East Coast areas long before European colonists arrived on the Mayflower in 1621. The following year, the colonists held a harvest feast with the Native Americans that is considered the first Thanksgiving. Today, Americans celebrate Thanksgiving on the fourth Thursday of November, honoring that first feast which included foods like roast turkey, cranberry sauce, potatoes, and pumpkin pie.
Independence day ket17 2012
The Argentine Declaration of Independence was declared on July 9, 1816 when congressmen assembled in Tucumán declared the independence of the United Provinces of South America from Spain. This day is celebrated annually on July 9th in Argentina with people attending parades and singing the national anthem in parks and other public places. The house in San Miguel de Tucumán where independence was declared is now a museum commemorating this important event in Argentina's history.
Recommended
Presentación1
Thanksgiving is celebrated in the United States on the fourth Thursday of November. It originated from a harvest celebration held by the Pilgrims and Native Americans in 1621. Modern Thanksgiving celebrations often involve parades featuring large balloons floating through major cities like New York.
Amalia cultura anglosajona
This document provides information about several national monuments and landmarks in the United States, including the Statue of Liberty, Mount Rushmore, and the Washington Monument. It also discusses the history of cowboys in America and some popular holidays celebrated in the US like Halloween, Thanksgiving, Christmas, and Independence Day.
Independence Day of the Bahamas
Stephen Eric Lawrence, who runs a charitable foundation in Nassau, Bahamas, participated in celebrations for the island nation's 40th anniversary of independence from Britain in 2013, even though he is not a native. Every July 10th, the Bahamas celebrates Independence Day to commemorate gaining freedom from British rule in 1964 after a history of control by several powers dating back to a Columbus settlement in the 15th century. To mark the occasion, citizens enjoy a week of festivities from July 3rd to the 10th including parades, performances, fireworks and more, with National Pride Day held the Friday before featuring marching bands and ceremonies.
Holidays in the English-Speaking Countries
Holidays in Great Britain summarizes the public holidays celebrated in Great Britain. The main holidays are Christmas, Boxing Day, New Year's Day, Good Friday, Easter Monday, May Day, Spring Bank Holiday and Summer Bank Holiday. Public holidays are also called "bank holidays" as banks and most businesses close. Christmas is the most popular and involves decorating trees, hanging stockings, and exchanging gifts with family on Christmas Eve and Christmas Day. Boxing Day on December 26th is an additional holiday for visiting others or watching sports. New Year's is less popular than Christmas but Hogmanay in Scotland is a major festival.
Thanksgiving day
Thanksgiving is an American holiday celebrated on the fourth Thursday of November each year to give thanks to God. It originated from religious pilgrims in Plymouth, Massachusetts who held a feast to thank the Native Americans for teaching them survival skills like growing corn and catching eels. While it began as a religious observance, Thanksgiving later became a federal holiday designated by President Roosevelt in 1941.
Eva
Arizona is a southwestern state known for its desert climate and diverse geography including forests, plateaus, mountains, and canyons. It has a long history dating back to Spanish exploration in the 16th century. Today, Phoenix is the most populated city and the state is known for its Native American art museums like the Heard Museum as well as other cultural institutions like the Phoenix Art Museum.
Thanksgiving
The document discusses the origins of Thanksgiving in the United States. It notes that Native American tribes lived in the East Coast areas long before European colonists arrived on the Mayflower in 1621. The following year, the colonists held a harvest feast with the Native Americans that is considered the first Thanksgiving. Today, Americans celebrate Thanksgiving on the fourth Thursday of November, honoring that first feast which included foods like roast turkey, cranberry sauce, potatoes, and pumpkin pie.
Independence day ket17 2012
The Argentine Declaration of Independence was declared on July 9, 1816 when congressmen assembled in Tucumán declared the independence of the United Provinces of South America from Spain. This day is celebrated annually on July 9th in Argentina with people attending parades and singing the national anthem in parks and other public places. The house in San Miguel de Tucumán where independence was declared is now a museum commemorating this important event in Argentina's history.
Liberty Bell
The Liberty Bell is located at Independence National Historical Park in Philadelphia. It weighs 2,080 pounds and was ordered by the Pennsylvania Assembly in 1751. The Liberty Bell is a historic symbol of Philadelphia.
Independence day
Independence Day in the United States commemorates the adoption of the Declaration of Independence on July 4th, 1776. The thirteen American colonies were unhappy being governed by Britain and wanted independence to choose their own government. Thomas Jefferson was the main author of the Declaration of Independence, which proclaimed the colonies independent from Britain and established democracy and justice for all citizens. Today, Independence Day is celebrated with family picnics and barbecues, parades, and fireworks displays featuring the red, white, and blue colors of the American flag.
Halloween
The Celts believed that the souls of the dead visited Earth on the last day of October and had a festival called Samhain to honor them. The Romans conquered the Celts and combined their festivals, spreading the tradition. Halloween originated from the Catholic Church declaring November 1 as All Saints' Day and the night before as Allhallowe'en or All Hallows' Eve, which was shortened to Halloween. Australians celebrate Guy Fawkes Eve similarly but it is not as widespread and focuses more on dances than mischief. Common Halloween costumes include witches, ghosts, skeletons, mummies, werewolves and vampires.
The Origin Of Halloween
The document summarizes the origin and history of Halloween. It began as an ancient Celtic festival held on October 31st, which marked the boundary between the living world and the spirit world. When the Romans conquered the Celts in the 1st century AD, their festivals were combined. In the 800s, the Catholic Church established All Saints Day on November 1st and All Souls Day on November 2nd, which eventually merged to become Halloween. Halloween was brought to America by European settlers and became a secular holiday celebrated with costumes, pumpkins, and trick-or-treating in the 19th-20th centuries.
Usa
This document discusses several holidays and traditions in the USA. It outlines both official national holidays such as New Year's Day, Martin Luther King Day, Independence Day, Thanksgiving, and Veterans Day as well as unofficial holidays like Valentine's Day, Christmas, Halloween and Good Friday. It provides more detail on Independence Day, describing how it commemorates the signing of the Declaration of Independence on July 4th, 1776. It also describes Thanksgiving as occurring on the fourth Thursday of November to commemorate the Pilgrims' harvest feast.
North carolina powerpoint
North Carolina has a diverse geography, from the coastal plain along the Atlantic Ocean to the Appalachian Mountains. It has a long history dating back to Spanish settlement in the 16th century and played an important role in the Civil War. Today, North Carolina has a large economy focused on 15 metropolitan areas and is home to many colleges, universities, and attractions. The state is known for music, NASCAR racing, and ships like the USS North Carolina battleship.
Thanksgiving day
The American Thanksgiving began as a feast in 1621 to celebrate the harvest. The Pilgrims who arrived in Massachusetts experienced a difficult first winter with many dying of disease. The following year, the Native Americans taught the Pilgrims how to grow corn and other crops, ensuring their survival. In celebration, the Pilgrims and Native Americans shared an autumn feast. This event became an annual harvest celebration, and was later adopted as an official yearly national holiday by presidents Washington and Lincoln in the 19th century. Today, Thanksgiving is celebrated on the fourth Thursday of November with families gathering for a traditional meal including turkey, potatoes, and pumpkin pie.
November 11th
Poland regained its independence on November 11, 1918 after 123 years under foreign rule. On this date in 1918, all schools, houses, and public institutions in Poland were decorated with flags to celebrate the country's regained independence. Parades involving families and the government took place on November 11th to commemorate Poland reestablishing its sovereignty.
Thanksgiving
Thanksgiving Day originated from a harvest feast celebrated by the Pilgrims in Plymouth colony in 1621. The Pilgrims held the feast to give thanks for their first successful harvest in the New World after a difficult first winter where many had died. Over the years, the tradition of Americans gathering with family and friends over a feast on the last Thursday of November to give thanks became an important national holiday. Today on Thanksgiving, Americans come together to enjoy traditional foods like turkey, stuffing, mashed potatoes, cranberry sauce and pumpkin pie.
Bulgaria Aprilov national High School - Gabrovo
Pirin National Park is located in Bulgaria and was included in the UNESCO World Heritage List in 1983 after being proclaimed a national park. It is home to the highest peak in Pirin mountain called Vihren as well as rare alpine flowers. Within the park is Valyavishko lake, one of the largest natural phenomena. The document also discusses Mila Dobreva's thesis project where she is preparing arguments and posters. It describes the Bistritsa Grandmothers folk music group and their unique polyphonic singing style. Both the Grandmothers and the Nestinarstvo fire dancing tradition were included in UNESCO's intangible cultural heritage list for their significance.
Fouthof july
The document discusses the history and traditions of celebrating Independence Day in the United States on July 4th. It commemorates the signing of the Declaration of Independence in 1776. Families come together for barbecues, parades with candy for children, and fireworks displays in cities. Common foods include hamburgers, hot dogs, chicken, vegetables and corn on the cob, with sides like baked beans, potato salad, watermelon and coleslaw. Desserts often include strawberries, cupcakes and pie.
Holidays and festivals
Colombia celebrates its independence day on July 20th by hoisting the flag, singing the national anthem, and parading. The document also mentions festivals in other countries like Rio de Janeiro's Carnival in February where costumes and music are awarded prizes, the Day of the Dead in Mexico on November 2nd where people visit gravesites, and Barranquilla's Carnival in Colombia in mid-February which features four famous events. Common holiday activities mentioned include sending cards, dancing, receiving gifts, eating foods like wine, candy, and cake, and celebrating occasions such as Halloween, Day of the Dead, Thanksgiving, New Year's Eve, and Christmas.
25th of March
March 25th is Greece's National Day, commemorating the start of the Greek War of Independence in 1821 against 400 years of occupation by the Ottoman Turks. It is celebrated annually across Greece, Cyprus, and Greek communities worldwide with parades, festivities, and the largest military parade held in Athens. The national holiday honors the revolution and heroes who fought for Greece's freedom and independence.
Finding the Social Media Champion
A random digital act to find out the social media champion from the team I manage at Robi Axiata Limited, Digital Ventures.
O que o Gerente de Projeto pode aprender com a Fórmula 1?
Traça um paralelo com a maneira de como a Fórmula 1 resolve um problema que afeta a maioria dos projetos projetos - Atrasos.
ModelDB: A System to Manage Machine Learning Models: Spark Summit East talk b...
Building a machine learning model is an iterative process. A data scientist will build many tens to hundreds of models before arriving at one that meets some acceptance criteria. However, the current style of model building is ad-hoc and there is no practical way for a data scientist to manage models that are built over time. In addition, there are no means to run complex queries on models and related data.
In this talk, we present ModelDB, a novel end-to-end system for managing machine learning (ML) models. Using client libraries, ModelDB automatically tracks and versions ML models in their native environments (e.g. spark.ml, scikit-learn). A common set of abstractions enable ModelDB to capture models and pipelines built across different languages and environments. The structured representation of models and metadata then provides a platform for users to issue complex queries across various modeling artifacts. Our rich web frontend provides a way to query ModelDB at varying levels of granularity.
ModelDB has been open-sourced at https://github.com/mitdbg/modeldb.
R&D to Product Pipeline Using Apache Spark in AdTech: Spark Summit East talk ...
The central premise of DataXu is to apply data science to better marketing. At its core, is the Real Time Bidding Platform that processes 2 Petabytes of data per day and responds to ad auctions at a rate of 2.1 million requests per second across 5 different continents. Serving on top of this platform is Dataxu’s analytics engine that gives their clients insightful analytics reports addressed towards client marketing business questions. Some common requirements for both these platforms are the ability to do real-time processing, scalable machine learning, and ad-hoc analytics. This talk will showcase DataXu’s successful use-cases of using the Apache Spark framework and Databricks to address all of the above challenges while maintaining its agility and rapid prototyping strengths to take a product from initial R&D phase to full production. The team will share their best practices and highlight the steps of large scale Spark ETL processing, model testing, all the way through to interactive analytics.
Using SparkR to Scale Data Science Applications in Production. Lessons from t...
R is a hugely popular platform for Data Scientists to create analytic models in many different domains. But when these applications should move from the science lab to the production environment of large enterprises a new set of challenges arises. Independently of R, Spark has been very successful as a powerful general-purpose computing platform. With the introduction of SparkR an exciting new option to productionize Data Science applications has been made available. This talk will give insight into two real-life projects at major enterprises where Data Science applications in R have been migrated to SparkR.
• Dealing with platform challenges: R was not installed on the cluster. We show how to execute SparkR on a Yarn cluster with a dynamic deployment of R.
• Integrating Data Engineering and Data Science: we highlight the technical and cultural challenges that arise from closely integrating these two different areas.
• Separation of concerns: we describe how to disentangle ETL and data preparation from analytic computing and statistical methods.
• Scaling R with SparkR: we present what options SparkR offers to scale R applications and how we applied them to different areas such as time series forecasting and web analytics.
• Performance Improvements: we will show benchmarks for an R applications that took over 20 hours on a single server/single-threaded setup. With moderate effort we have been able to reduce that number to 15 minutes with SparkR. And we will show how we plan to further reduces this to less than a minute in the future.
• Mixing SparkR, SparkSQL and MLlib: we show how we combined the three different libraries to maximize efficiency.
• Summary and Outlook: we describe what we have learnt so far, what the biggest gaps currently are and what challenges we expect to solve in the short- to mid-term.
Under the new covenant
The document discusses the differences between the Old (Mosaic) Covenant and the New Covenant. The Old Covenant was established through animal sacrifice, marked by circumcision of the flesh, and was unable to produce true obedience. The New Covenant was established through Jesus' sacrifice, is marked by circumcision of the heart, and gives believers the power of the Holy Spirit to know God, obey His law, manifest grace, produce "rivers of living water", and do greater works than Jesus. To be under the New Covenant is to experience this transformation and empowerment by the Spirit.
Escopo, requisitos e funcionalidades.
O documento discute como as emoções podem influenciar a percepção de escopo, requisitos e funcionalidades em projetos. Ele usa um exemplo da infância do autor, quando evitava passar por trás de cavalos por medo, mesmo que a distância recomendada fosse curta, para ilustrar como as emoções podem ser irracionais. Ele também argumenta que esses elementos de projeto devem ser flexíveis para se adaptarem aos contextos, ao invés de rígidos.
Apostila soldagem de tubulacoes
O documento discute técnicas de soldagem de tubulações, incluindo soldagem manual com eletrodos revestidos e soldagem automática. Ele explica detalhes da junta, ângulos de posicionamento do eletrodo, classificação de tubos e consumo de eletrodos. Além disso, fornece informações sobre defeitos comuns e suas soluções.
More Related Content
What's hot
Liberty Bell
The Liberty Bell is located at Independence National Historical Park in Philadelphia. It weighs 2,080 pounds and was ordered by the Pennsylvania Assembly in 1751. The Liberty Bell is a historic symbol of Philadelphia.
Independence day
Independence Day in the United States commemorates the adoption of the Declaration of Independence on July 4th, 1776. The thirteen American colonies were unhappy being governed by Britain and wanted independence to choose their own government. Thomas Jefferson was the main author of the Declaration of Independence, which proclaimed the colonies independent from Britain and established democracy and justice for all citizens. Today, Independence Day is celebrated with family picnics and barbecues, parades, and fireworks displays featuring the red, white, and blue colors of the American flag.
Halloween
The Celts believed that the souls of the dead visited Earth on the last day of October and had a festival called Samhain to honor them. The Romans conquered the Celts and combined their festivals, spreading the tradition. Halloween originated from the Catholic Church declaring November 1 as All Saints' Day and the night before as Allhallowe'en or All Hallows' Eve, which was shortened to Halloween. Australians celebrate Guy Fawkes Eve similarly but it is not as widespread and focuses more on dances than mischief. Common Halloween costumes include witches, ghosts, skeletons, mummies, werewolves and vampires.
The Origin Of Halloween
The document summarizes the origin and history of Halloween. It began as an ancient Celtic festival held on October 31st, which marked the boundary between the living world and the spirit world. When the Romans conquered the Celts in the 1st century AD, their festivals were combined. In the 800s, the Catholic Church established All Saints Day on November 1st and All Souls Day on November 2nd, which eventually merged to become Halloween. Halloween was brought to America by European settlers and became a secular holiday celebrated with costumes, pumpkins, and trick-or-treating in the 19th-20th centuries.
Usa
This document discusses several holidays and traditions in the USA. It outlines both official national holidays such as New Year's Day, Martin Luther King Day, Independence Day, Thanksgiving, and Veterans Day as well as unofficial holidays like Valentine's Day, Christmas, Halloween and Good Friday. It provides more detail on Independence Day, describing how it commemorates the signing of the Declaration of Independence on July 4th, 1776. It also describes Thanksgiving as occurring on the fourth Thursday of November to commemorate the Pilgrims' harvest feast.
North carolina powerpoint
North Carolina has a diverse geography, from the coastal plain along the Atlantic Ocean to the Appalachian Mountains. It has a long history dating back to Spanish settlement in the 16th century and played an important role in the Civil War. Today, North Carolina has a large economy focused on 15 metropolitan areas and is home to many colleges, universities, and attractions. The state is known for music, NASCAR racing, and ships like the USS North Carolina battleship.
Thanksgiving day
The American Thanksgiving began as a feast in 1621 to celebrate the harvest. The Pilgrims who arrived in Massachusetts experienced a difficult first winter with many dying of disease. The following year, the Native Americans taught the Pilgrims how to grow corn and other crops, ensuring their survival. In celebration, the Pilgrims and Native Americans shared an autumn feast. This event became an annual harvest celebration, and was later adopted as an official yearly national holiday by presidents Washington and Lincoln in the 19th century. Today, Thanksgiving is celebrated on the fourth Thursday of November with families gathering for a traditional meal including turkey, potatoes, and pumpkin pie.
November 11th
Poland regained its independence on November 11, 1918 after 123 years under foreign rule. On this date in 1918, all schools, houses, and public institutions in Poland were decorated with flags to celebrate the country's regained independence. Parades involving families and the government took place on November 11th to commemorate Poland reestablishing its sovereignty.
Thanksgiving
Thanksgiving Day originated from a harvest feast celebrated by the Pilgrims in Plymouth colony in 1621. The Pilgrims held the feast to give thanks for their first successful harvest in the New World after a difficult first winter where many had died. Over the years, the tradition of Americans gathering with family and friends over a feast on the last Thursday of November to give thanks became an important national holiday. Today on Thanksgiving, Americans come together to enjoy traditional foods like turkey, stuffing, mashed potatoes, cranberry sauce and pumpkin pie.
Bulgaria Aprilov national High School - Gabrovo
Pirin National Park is located in Bulgaria and was included in the UNESCO World Heritage List in 1983 after being proclaimed a national park. It is home to the highest peak in Pirin mountain called Vihren as well as rare alpine flowers. Within the park is Valyavishko lake, one of the largest natural phenomena. The document also discusses Mila Dobreva's thesis project where she is preparing arguments and posters. It describes the Bistritsa Grandmothers folk music group and their unique polyphonic singing style. Both the Grandmothers and the Nestinarstvo fire dancing tradition were included in UNESCO's intangible cultural heritage list for their significance.
Fouthof july
The document discusses the history and traditions of celebrating Independence Day in the United States on July 4th. It commemorates the signing of the Declaration of Independence in 1776. Families come together for barbecues, parades with candy for children, and fireworks displays in cities. Common foods include hamburgers, hot dogs, chicken, vegetables and corn on the cob, with sides like baked beans, potato salad, watermelon and coleslaw. Desserts often include strawberries, cupcakes and pie.
Holidays and festivals
Colombia celebrates its independence day on July 20th by hoisting the flag, singing the national anthem, and parading. The document also mentions festivals in other countries like Rio de Janeiro's Carnival in February where costumes and music are awarded prizes, the Day of the Dead in Mexico on November 2nd where people visit gravesites, and Barranquilla's Carnival in Colombia in mid-February which features four famous events. Common holiday activities mentioned include sending cards, dancing, receiving gifts, eating foods like wine, candy, and cake, and celebrating occasions such as Halloween, Day of the Dead, Thanksgiving, New Year's Eve, and Christmas.
25th of March
March 25th is Greece's National Day, commemorating the start of the Greek War of Independence in 1821 against 400 years of occupation by the Ottoman Turks. It is celebrated annually across Greece, Cyprus, and Greek communities worldwide with parades, festivities, and the largest military parade held in Athens. The national holiday honors the revolution and heroes who fought for Greece's freedom and independence.
What's hot (13)
Viewers also liked
Finding the Social Media Champion
A random digital act to find out the social media champion from the team I manage at Robi Axiata Limited, Digital Ventures.
O que o Gerente de Projeto pode aprender com a Fórmula 1?
Traça um paralelo com a maneira de como a Fórmula 1 resolve um problema que afeta a maioria dos projetos projetos - Atrasos.
ModelDB: A System to Manage Machine Learning Models: Spark Summit East talk b...
Building a machine learning model is an iterative process. A data scientist will build many tens to hundreds of models before arriving at one that meets some acceptance criteria. However, the current style of model building is ad-hoc and there is no practical way for a data scientist to manage models that are built over time. In addition, there are no means to run complex queries on models and related data.
In this talk, we present ModelDB, a novel end-to-end system for managing machine learning (ML) models. Using client libraries, ModelDB automatically tracks and versions ML models in their native environments (e.g. spark.ml, scikit-learn). A common set of abstractions enable ModelDB to capture models and pipelines built across different languages and environments. The structured representation of models and metadata then provides a platform for users to issue complex queries across various modeling artifacts. Our rich web frontend provides a way to query ModelDB at varying levels of granularity.
ModelDB has been open-sourced at https://github.com/mitdbg/modeldb.
R&D to Product Pipeline Using Apache Spark in AdTech: Spark Summit East talk ...
The central premise of DataXu is to apply data science to better marketing. At its core, is the Real Time Bidding Platform that processes 2 Petabytes of data per day and responds to ad auctions at a rate of 2.1 million requests per second across 5 different continents. Serving on top of this platform is Dataxu’s analytics engine that gives their clients insightful analytics reports addressed towards client marketing business questions. Some common requirements for both these platforms are the ability to do real-time processing, scalable machine learning, and ad-hoc analytics. This talk will showcase DataXu’s successful use-cases of using the Apache Spark framework and Databricks to address all of the above challenges while maintaining its agility and rapid prototyping strengths to take a product from initial R&D phase to full production. The team will share their best practices and highlight the steps of large scale Spark ETL processing, model testing, all the way through to interactive analytics.
Using SparkR to Scale Data Science Applications in Production. Lessons from t...
R is a hugely popular platform for Data Scientists to create analytic models in many different domains. But when these applications should move from the science lab to the production environment of large enterprises a new set of challenges arises. Independently of R, Spark has been very successful as a powerful general-purpose computing platform. With the introduction of SparkR an exciting new option to productionize Data Science applications has been made available. This talk will give insight into two real-life projects at major enterprises where Data Science applications in R have been migrated to SparkR.
• Dealing with platform challenges: R was not installed on the cluster. We show how to execute SparkR on a Yarn cluster with a dynamic deployment of R.
• Integrating Data Engineering and Data Science: we highlight the technical and cultural challenges that arise from closely integrating these two different areas.
• Separation of concerns: we describe how to disentangle ETL and data preparation from analytic computing and statistical methods.
• Scaling R with SparkR: we present what options SparkR offers to scale R applications and how we applied them to different areas such as time series forecasting and web analytics.
• Performance Improvements: we will show benchmarks for an R applications that took over 20 hours on a single server/single-threaded setup. With moderate effort we have been able to reduce that number to 15 minutes with SparkR. And we will show how we plan to further reduces this to less than a minute in the future.
• Mixing SparkR, SparkSQL and MLlib: we show how we combined the three different libraries to maximize efficiency.
• Summary and Outlook: we describe what we have learnt so far, what the biggest gaps currently are and what challenges we expect to solve in the short- to mid-term.
Under the new covenant
The document discusses the differences between the Old (Mosaic) Covenant and the New Covenant. The Old Covenant was established through animal sacrifice, marked by circumcision of the flesh, and was unable to produce true obedience. The New Covenant was established through Jesus' sacrifice, is marked by circumcision of the heart, and gives believers the power of the Holy Spirit to know God, obey His law, manifest grace, produce "rivers of living water", and do greater works than Jesus. To be under the New Covenant is to experience this transformation and empowerment by the Spirit.
Escopo, requisitos e funcionalidades.
O documento discute como as emoções podem influenciar a percepção de escopo, requisitos e funcionalidades em projetos. Ele usa um exemplo da infância do autor, quando evitava passar por trás de cavalos por medo, mesmo que a distância recomendada fosse curta, para ilustrar como as emoções podem ser irracionais. Ele também argumenta que esses elementos de projeto devem ser flexíveis para se adaptarem aos contextos, ao invés de rígidos.
Apostila soldagem de tubulacoes
O documento discute técnicas de soldagem de tubulações, incluindo soldagem manual com eletrodos revestidos e soldagem automática. Ele explica detalhes da junta, ângulos de posicionamento do eletrodo, classificação de tubos e consumo de eletrodos. Além disso, fornece informações sobre defeitos comuns e suas soluções.
Clipper: A Low-Latency Online Prediction Serving System: Spark Summit East ta...
Machine learning is being deployed in a growing number of applications which demand real-time, accurate, and robust predictions under heavy query load. However, most machine learning frameworks and systems only address model training and not deployment.
In this talk, we present Clipper, a general-purpose low-latency prediction serving system. Interposing between end-user applications and a wide range of machine learning frameworks, Clipper introduces a modular architecture to simplify model deployment across frameworks. Furthermore, by introducing caching, batching, and adaptive model selection techniques, Clipper reduces prediction latency and improves prediction throughput, accuracy, and robustness without modifying the underlying machine learning frameworks. We evaluated Clipper on four common machine learning benchmark datasets and demonstrate its ability to meet the latency, accuracy, and throughput demands of online serving applications. We also compared Clipper to the Tensorflow Serving system and demonstrate comparable prediction throughput and latency on a range of models while enabling new functionality, improved accuracy, and robustness.
Viewers also liked (10)
O que o Gerente de Projeto pode aprender com a Fórmula 1?
O que o Gerente de Projeto pode aprender com a Fórmula 1?
ModelDB: A System to Manage Machine Learning Models: Spark Summit East talk b...
ModelDB: A System to Manage Machine Learning Models: Spark Summit East talk b...
R&D to Product Pipeline Using Apache Spark in AdTech: Spark Summit East talk ...
R&D to Product Pipeline Using Apache Spark in AdTech: Spark Summit East talk ...
Using SparkR to Scale Data Science Applications in Production. Lessons from t...
Using SparkR to Scale Data Science Applications in Production. Lessons from t...
Clipper: A Low-Latency Online Prediction Serving System: Spark Summit East ta...
Clipper: A Low-Latency Online Prediction Serving System: Spark Summit East ta...
Recently uploaded
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS Template 2023-2024 by: Irene S. Rueco
PCOS corelations and management through Ayurveda.
This presentation includes basic of PCOS their pathology and treatment and also Ayurveda correlation of PCOS and Ayurvedic line of treatment mentioned in classics.
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptxMohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
This slide is special for master students (MIBS & MIFB) in UUM. Also useful for readers who are interested in the topic of contemporary Islamic banking.
The Diamonds of 2023-2024 in the IGRA collection
A review of the growth of the Israel Genealogy Research Association Database Collection for the last 12 months. Our collection is now passed the 3 million mark and still growing. See which archives have contributed the most. See the different types of records we have, and which years have had records added. You can also see what we have for the future.
Advanced Java[Extra Concepts, Not Difficult].docx
This is part 2 of my Java Learning Journey. This contains Hashing, ArrayList, LinkedList, Date and Time Classes, Calendar Class and more.
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)Academy of Science of South Africa
A workshop hosted by the South African Journal of Science aimed at postgraduate students and early career researchers with little or no experience in writing and publishing journal articles.How to Setup Warehouse & Location in Odoo 17 Inventory
In this slide, we'll explore how to set up warehouses and locations in Odoo 17 Inventory. This will help us manage our stock effectively, track inventory levels, and streamline warehouse operations.
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...National Information Standards Organization (NISO)
This presentation was provided by Steph Pollock of The American Psychological Association’s Journals Program, and Damita Snow, of The American Society of Civil Engineers (ASCE), for the initial session of NISO's 2024 Training Series "DEIA in the Scholarly Landscape." Session One: 'Setting Expectations: a DEIA Primer,' was held June 6, 2024.Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama UniversityAkanksha trivedi rama nursing college kanpur.
Natural birth techniques are various type such as/ water birth , alexender method, hypnosis, bradley method, lamaze method etcDigital Artifact 1 - 10VCD Environments Unit
Digital Artifact 1 - 10VCD Environments Unit - NGV Pavilion Concept Design
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
Discover the Simplified Electron and Muon Model: A New Wave-Based Approach to Understanding Particles delves into a groundbreaking theory that presents electrons and muons as rotating soliton waves within oscillating spacetime. Geared towards students, researchers, and science buffs, this book breaks down complex ideas into simple explanations. It covers topics such as electron waves, temporal dynamics, and the implications of this model on particle physics. With clear illustrations and easy-to-follow explanations, readers will gain a new outlook on the universe's fundamental nature.
Recently uploaded (20)
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
RPMS TEMPLATE FOR SCHOOL YEAR 2023-2024 FOR TEACHER 1 TO TEACHER 3
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Azure Interview Questions and Answers PDF By ScholarHat
Azure Interview Questions and Answers PDF By ScholarHat
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Natural birth techniques - Mrs.Akanksha Trivedi Rama University
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
Digital Artefact 1 - Tiny Home Environmental Design
Digital Artefact 1 - Tiny Home Environmental Design
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
Final presentation
- 2. • Founded March 4th, 1681; it was the 12th colony Province of Pennsylvania • The Pennsylvania Colony became a U.S. state on December 12th, 1787 • Founded and named after William Penn • Natural resources in the Pennsylvania Colony included iron ore, coal, furs, forest, and farmland • Pennsylvania is famous for many places and things including Independence Hall, the Liberty Bell, Gettysburg, and Valley Forge • The Declaration of Independence was signed in Philadelphia's Independence Hall