Seven days in 1945
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SEVEN DAYS IN JANUARY: WITH THE SIXTH SS MOUNTAIN DIVISION IN OPERATION NORDWIND- Author- Wolf .T.Zoepf- Published by Aberjona Press in 2001 – ISBN-0-9666389-6-4 - 291 Pages. REVIEWED BY AGHA H AMIN- 2004
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General George S. Patton was a key leader in World War II known for his role in relieving American forces during the Battle of the Bulge in 1944. Patton exercised disciplined initiative and accepted prudent risk by disengaging divisions from one battle to relieve troops over 100 miles away in Bastogne, turning the tide of the battle. The document discusses Patton's application of mission command principles and the events of the Battle of the Bulge in additional detail.
Defeat in the East: Russia conquers-January to May 1945
- Hitler was refusing to allow orderly retreats of German forces and civilians in the face of advancing Russian armies, instead ordering suicidal actions that led to massive losses.
- The Russian offensive was set to begin on January 12, 1945, against a depleted German eastern front. General Guderian feared the enormous Russian forces amassed could overrun remaining German territory in the east.
- As Chief of Staff, Guderian's role was to prepare German defenses against the coming Russian offensive, though he believed Germany's defeat was inevitable and politics was beyond his control as a soldier.
World War One
This document provides background information on the causes and events leading up to World War 1. It discusses the key factors that contributed to rising tensions between European powers in the early 20th century, including militarism, imperialism, nationalism, and a system of overlapping alliances. The document then outlines the series of events in 1914 that triggered the war, beginning with the assassination of Archduke Franz Ferdinand and Austria-Hungary's subsequent declaration of war on Serbia. This led Germany to enter the war in support of Austria-Hungary and triggered involvement by other Allied and Central powers due to their existing alliances.
World war i timeline
The document outlines major events and timeline of World War I from 1914 to 1919, beginning with the assassination of Archduke Franz Ferdinand which led Austria to declare war on Serbia and escalating conflicts between Allied and Central Powers over the next several years. It describes key battles on the Western and Eastern fronts, entry of the US into the war in 1917, and Germany's surrender in 1918 following new American troops. In 1919, the Treaty of Versailles conference was held to determine punishment for Germany and Central Powers.
Hist a390 1914 how the war proceeds
The document summarizes how World War 1 unfolded in 1914. It began with Germany launching an invasion of Belgium and France in accordance with the Schlieffen Plan. By early September 1914, German forces had advanced to within 40 miles of Paris but were stopped at the First Battle of the Marne. This resulted in a stalemate as both sides dug in, establishing trench warfare on the Western Front. In the East, Germany defeated Russia at the Battles of Tannenberg and the Masurian Lakes in August-September. By the end of 1914, the war had expanded with the entry of the Ottoman Empire and fighting had spread to colonies, though there was a spontaneous Christmas truce between opposing troops in some areas.
Exposure - Wilfred Owen
This document provides context and analyzes the themes, structure, and language of Wilfred Owen's poem "Exposure." It notes that the poem was written during WWI as soldiers endured brutal conditions in the trenches. Through its use of rhyme, rhythm, vocabulary and literary devices, the poem depicts the despair and meaningless of war from the perspective of soldiers more fearful of the extreme cold and weather than enemy bullets. The analysis highlights how the poem aimed to contradict the glorified depictions of war in British propaganda.
Similar to Seven days in 1945 (18)
Black Edelweiss: a memoir of combat and conscience by a soldier of the Waffen-SS
Black Edelweiss: a memoir of combat and conscience by a soldier of the Waffen-SS
Richard landwehr the european volunteer movement in world war ii - journal ...
Richard landwehr the european volunteer movement in world war ii - journal ...
Defeat in the East: Russia conquers-January to May 1945
Defeat in the East: Russia conquers-January to May 1945
More from Agha A
17 Punjab and 43 Baluch in 1971 war
The document discusses the roles of Punjab and Baluch regiments in the 1971 war. It was published on September 2023 with a DOI number and was written by Agha H Amin.
BATTLE OF PANDU
Major Agha H. Amin was commissioned in the old PAVO Cavalry in 1983. He served in various command, staff, research, logistics and instructional positions over his military career. In his civilian career, he performed projects in infrastructure and transmission lines in Uzbekistan, Afghanistan, and Turkmenistan. He has authored over 120 books and journals on military topics. The document goes on to describe a battle of Pandu fought by the 4/10 Baluch battalion against India in the 1947-48 Kashmir war, and criticizes the omission of accurate accounts of the battle from official Pakistani military histories.
Battles of Najafgarh , Gangiri and Delhi Ridge
- The 6th Dragoon Guards regiment arrived in Bengal, India from England in November 1856 and was stationed in Meerut at the time of the 1857 rebellion.
- During the rebellion, the regiment saw action at Ghaziabad, Badli Ki Serai, Delhi, and helped destroy a rebel battery at Eidgah with no reported casualties.
- It lost a few men at the battles of Ghaziabad, Badli Ki Serai, and in minor actions in July 1857 but overall emerged from the rebellion relatively lightly compared to other British units.
- However, the limited historical sources available in Pakistan make it difficult for researchers there to find all details on the regiment's role and casualties during
10 Punjab in 1965 war
The battalion was part of an infantry brigade deployed at Sulaimanke Headworks during the 1965 war with India. It saw little serious action as it primarily engaged Indian border police posts that were no match for regular Pakistani army battalions. The battalion suffered only 3 fatal casualties for the entire war, showing it faced little militarily credible opposition. While the battalion performed well, it must be remembered that it faced inferior Indian border police rather than other army units.
9 punjab in 1965 war
This document summarizes the performance of the 9 Punjab battalion during the 1965 war with India. The battalion was part of the 12th Division of the Pakistan Army and was tasked with capturing the town of Chhamb. Despite having significant superiority in tanks and artillery, the 12th Division failed to cross the Tawi River on the first day. The 9th Punjab battalion suffered 15 killed and 31 wounded but managed to form a bridgehead across the Tawi. After the war, the battalion was praised for its performance and received several awards, though its strategic impact was limited due to the overall failure of Operation Grand Slam.
8 Punjab in 1965 war
The battalion was deployed as a guard battalion but parts saw action in 1965 war including C Company commanded by Major Anis. C Company withdrew from its position exposing the rear of 16 Punjab to Indian attack, effectively sealing 16 Punjab's fate. C Company's withdrawal doomed 16 Punjab and was described as cowardly and the cause of 16 Punjab's debacle. While most of 8 Punjab saw no action, C Company under Major Anis performed poorly and was to blame for 16 Punjab's defeat.
7 Punjab in 1965 war
1) The battalion was deployed as part of 11 Division along the Ravi-Sutlej Corridor according to maps.
2) The battalion faced a brigade-level attack from the Indian army using three infantry battalions and a tank squadron.
3) A captain from the Pakistani artillery played a crucial role by engaging the attacking forces with 60 medium shells, repulsing the Indian attack.
6 Punjab in 1965 war
The battalion was deployed in September 1965 as part of Operation Grand Slam, relieving the 13th Punjab battalion near Dalpat-Chak Kirpal. According to Brigadier Rizvi, the battalion attacked towards Fatwal along with 13 Lancers, advancing up to 6 miles near Kasur and suffering 9 killed and 21 wounded. However, records list the battalion as losing either 9, 11, or 10 killed. The battalion had little impact as it joined the war late when the focus had shifted, and did not receive any awards despite actions in the Rann of Kutch prior to the war.
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
This document provides biographical and career details of Major Agha.H.Amin, who was commissioned in the old PAVO Cavalry in March 1983. It discusses his education, various military and civilian positions held over his career, publications authored, and contact information. The document also briefly describes a study aid about British infantry battalions that participated in the battles of 1857-59 in India, including their roles, operations, casualties, and contributions to the outcome of the war.
2 PUNJAB IN 1965 WAR
The 2nd Battalion of the Punjab Regiment fought in the 1965 war against India. While it received several gallantry awards, the document argues that its role was exaggerated and it did not actually face most of the major Indian attacks. Only one company saw direct fighting on the first day, and it dispersed against heavy odds. The battalion was deployed away from the main sites of battle and did not face significant enemy forces apart from this initial engagement. Its impact on the decisive Battle of Chawinda was marginal.
HM 8TH FOOT AT DELHI AND LUCKNOW
This document provides information about Major Agha.H.Amin, including his military and civilian career experiences. It notes that he was commissioned in the old PAVO Cavalry in March 1983, attended Saint Marys Academy Lalazar and Forman Christian College Lahore, and served in various command, staff, research, logistics and instructional positions in the military. It also lists some of his civilian career projects and publications. The document provides his contact email addresses.
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
- 1st Battalion HM 8th Foot was stationed in India when the 1857 rebellion broke out. It was involved in securing areas around Delhi.
- At the siege of Delhi in September 1857, it suffered 46 of its total 57 fatal casualties and played a marginal role in the assault.
- Overall it saw minor action in other battles, with limited casualties. The majority of its casualties occurred at the decisive battle of Delhi.
Northumberland Fusiliers in 1857-59 Battles.pdf
The 1st Battalion of the 5th Regiment of Foot (Northumberland Fusiliers) was stationed in Mauritius when it was called to reinforce British forces in India during the 1857 uprising. The battalion arrived in Calcutta in July and August 1857. It participated in key battles including relieving Arrah where it suffered two casualties, the first relief of Lucknow where it suffered heavy losses and helped ensure the relief's success, the defense of the Lucknow garrison, and operations through 1858. The battalion performed outstandingly and suffered high casualties of 62 men, including five officers killed in action, primarily during the relief of Lucknow. Its role was pivotal in some of the major battles, but relatively minor in others
43 BALUCH IN 1971 AND INDIAN OFFICER WHO SAW THEM
1) The document analyzes the performance of the 43rd Baluch battalion in the 1971 war, which suffered heavy casualties after being poorly employed by incompetent commanders in the 88th Brigade.
2) When the 5th East Bengal battalion defected to the Indian side, the 43rd Baluch battalion was brought in to replace it, even though they were inexperienced and unprepared for the situation.
3) In an attack by Indian forces guided by defectors, the 43rd Baluch battalion suffered the highest fatalities of any battalion on the western front due to being put into a vulnerable position by the failed leadership of the 88th Brigade commander and 10th Division commander.
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry https://www.academia.edu/52632772/Battle_of_Gangiri_Heavy_Price_paid_by_HM_6_Dragoon_Guards_for_Gallantry via @academia
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
The 4th Punjab Infantry battalion arrived in Calcutta in November 1857, meaning it missed the decisive battles of the war, including the siege of Delhi and the relief and evacuation of Lucknow. The battalion's participation in the battle of Cawnpore was minimal and it suffered no casualties. The battalion played a significant role in the final assault on Lucknow in March 1858, leading the assault on Martiniere with the 4th Punjab Infantry while the 42nd Highlanders and 90th Foot attacked frontally. The British enjoyed overwhelming artillery superiority, evidenced by the 42nd Highlanders suffering only 10 fatal casualties over 10 days of operations culminating in the final capture of Lucknow.
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major General Sahibzada Yaqub Ali Khan was a great commander
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING SERIOUSLY WRONG IN THE GENES
April 2020
DOI: 10.13140/RG.2.2.20723.27689
Project: MILITARY HISTORY
Agha H Amin
TRIMMU GHAT
THE MICKEY MOUSE TIFF AT TRIMMU GHAT – THE HEAVILY OUTGUNNED SIALKOT REBELS ARE DESTROYED AT TRIMMU GHAT ON 12TH JULY 1857–MARCH OF PUNJAB MOVABLE COLUMN COMRISING BOURCHIERS BATTERY , DAWES HORSE ARTILLERY TROOP , 3RD PUNJAB INFANTRY , 6TH PUNJAB INFANTRY, HM 52 LIGHT INFANTRY
More from Agha A (20)
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
NORTH LINCOLNSHIRE REGIMENT OF FOOT IN 1857-59 BATTLES
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
1ST BATTALION WARWICKSHIRE REGIMENT IN 1857-59 BATTLES.pdf
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
Battle of Gangiri-Heavy Price paid by HM 6 Dragoon Guards for Gallantry
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
4th Punjab Infantry now 9 FF Pakistan Army and 42 Highlanders led the Final ...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
Leading Tank Squadron commander of 1965 war dismissed the myth that Major Gen...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
WHY PAKISTAN ARMY OR INDIAN ARMY CAN NEVER PRODUCE A MUSTAFA KAMAL- SOMETHING...
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Analysis insight about a Flyball dog competition team's performance
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
The Building Blocks of QuestDB, a Time Series Database
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
一比一原版(UMN文凭证书)明尼苏达大学毕业证如何办理
毕业原版【微信:176555708】【(UMN毕业证书)明尼苏达大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(GWU,GW文凭证书)乔治·华盛顿大学毕业证如何办理
毕业原版【微信:176555708】【(GWU,GW毕业证书)乔治·华盛顿大学毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
End-to-end pipeline agility - Berlin Buzzwords 2024
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
一比一原版(Harvard毕业证书)哈佛大学毕业证如何办理
毕业原版【微信:41543339】【(Harvard毕业证书)哈佛大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
06-12-2024-BudapestDataForum-BuildingReal-timePipelineswithFLaNK AIM
by
Timothy Spann
Principal Developer Advocate
https://budapestdata.hu/2024/en/
https://budapestml.hu/2024/en/
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://www.youtube.com/@flank-stack
milvus
vector database
gen ai
generative ai
deep learning
machine learning
apache nifi
apache pulsar
apache kafka
apache flink
一比一原版(UCSB文凭证书)圣芭芭拉分校毕业证如何办理
毕业原版【微信:176555708】【(UCSB毕业证书)圣芭芭拉分校毕业证】【微信:176555708】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信176555708】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信176555708】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
一比一原版(牛布毕业证书)牛津布鲁克斯大学毕业证如何办理
毕业原版【微信:41543339】【(牛布毕业证书)牛津布鲁克斯大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Dat...
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
The Ipsos - AI - Monitor 2024 Report.pdf
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
在线办理(英国UCA毕业证书)创意艺术大学毕业证在读证明一模一样
学校原件一模一样【微信：741003700 】《(英国UCA毕业证书)创意艺术大学毕业证》【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
University of New South Wales degree offer diploma Transcript
澳洲UNSW毕业证书制作新南威尔士大学假文凭定制Q微168899991做UNSW留信网教留服认证海牙认证改UNSW成绩单GPA做UNSW假学位证假文凭高仿毕业证申请新南威尔士大学University of New South Wales degree offer diploma Transcript
一比一原版(Chester毕业证书)切斯特大学毕业证如何办理
毕业原版【微信:41543339】【(Chester毕业证书)切斯特大学毕业证】【微信:41543339】成绩单、外壳、offer、留信学历认证（永久存档真实可查）采用学校原版纸张、特殊工艺完全按照原版一比一制作（包括：隐形水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠，文字图案浮雕，激光镭射，紫外荧光，温感，复印防伪）行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备，十五年致力于帮助留学生解决难题，业务范围有加拿大、英国、澳洲、韩国、美国、新加坡，新西兰等学历材料，包您满意。
【我们承诺采用的是学校原版纸张（纸质、底色、纹路），我们拥有全套进口原装设备，特殊工艺都是采用不同机器制作，仿真度基本可以达到100%，所有工艺效果都可提前给客户展示，不满意可以根据客户要求进行调整，直到满意为止！】
【业务选择办理准则】
一、工作未确定，回国需先给父母、亲戚朋友看下文凭的情况，办理一份就读学校的毕业证【微信41543339】文凭即可
二、回国进私企、外企、自己做生意的情况，这些单位是不查询毕业证真伪的，而且国内没有渠道去查询国外文凭的真假，也不需要提供真实教育部认证。鉴于此，办理一份毕业证【微信41543339】即可
三、进国企，银行，事业单位，考公务员等等，这些单位是必需要提供真实教育部认证的，办理教育部认证所需资料众多且烦琐，所有材料您都必须提供原件，我们凭借丰富的经验，快捷的绿色通道帮您快速整合材料，让您少走弯路。
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
留信网服务项目：
1、留学生专业人才库服务（留信分析）
2、国（境）学习人员提供就业推荐信服务
3、留学人员区块链存储服务
→ 【关于价格问题（保证一手价格）】
我们所定的价格是非常合理的，而且我们现在做得单子大多数都是代理和回头客户介绍的所以一般现在有新的单子 我给客户的都是第一手的代理价格，因为我想坦诚对待大家 不想跟大家在价格方面浪费时间
对于老客户或者被老客户介绍过来的朋友，我们都会适当给一些优惠。
选择实体注册公司办理，更放心，更安全！我们的承诺：客户在留信官方认证查询网站查询到认证通过结果后付款，不成功不收费！
Population Growth in Bataan: The effects of population growth around rural pl...
A population analysis specific to Bataan.
办(uts毕业证书)悉尼科技大学毕业证学历证书原版一模一样
原版一模一样【微信：741003700 】【(uts毕业证书)悉尼科技大学毕业证学历证书】【微信：741003700 】学位证，留信认证（真实可查，永久存档）offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原海外各大学 Bachelor Diploma degree, Master Degree Diploma
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
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Seven days in 1945
- 1. SEVEN DAYS IN JANUARY: WITH THE SIXTH SS MOUNTAIN
- 2. DIVISION IN OPERATION NORDWIND- Author- Wolf .T.Zoepf- Published by Aberjona Press in 2001 – ISBN-0- 9666389-6-4 - 291 Pages. REVIEWED BY AGHA H AMIN- 2004 Wolf T Zoepf was a Latvian of German ethnicity who joined the Waffen SS as a common soldier in 1940. He served in 6th SS Mountain Division for most of his service in the Finland-USSR-Arctic theatre of Second World War and for the last part of his service in the western theatre where he saw action against US Army in a military operation which was a part of the
- 3. Wehrmachts Ardennes counter offensive also known as the Battle of Bulge. Wolf was commissioned as an officer in 1943 and rejoined his parent formation.This was a crucial turning point in the history of 6th SS Mountain Division in 1944 as it was ordered to the western front and began its move to the west , a long march/journey from Norway/Finland to western Germany. Here in 1944 the division took part in an Operation known as Norwind which was linked to the German Ardennes Counter offensive in January 1945. The book is well written but its drawback is ignoring the three year tenure fighting against the USSR in Finland/Norway and
- 4. maximum concentration on its far shorter stint fighting against the US Army in 1944-45. In addition Wolf by and large ignores and ditches what motivated him to join the Waffen SS. It is possible that he ignored the three years fighting in the arctic as he was a ranker while devoting maximum attention to his role while he had been commissioned as an officer. One additional reason for ignoring three precious years of a far more adverse theatre of war may be sheer commercialism at the expense of military history.Catering to a vastly bigger American audience and the fact that the book was published by an American publisher.
- 5. Wolf tells us nothing about how the SS Officer School at Bad Tolz was run.This could have been a very interesting part of the book. The book is interesting and informative in its tactical details but here also he has ignored the Arctic theatre and the major fighting that his unit and formation did against the Red Army ? No doubt the book , well written and well edited is more interesting for an American audience. Maps are well drawn and very useful but again, all devoted to a punier Operation Nordwind where the 6th SS Mountain Division fought against a far more well stocked and superior US military.
- 6. The author was taken prisoner by the Americans but says nothing about his time in captivity . This narrative would have made the book more interesting. Also the author leaves us in complete dark about his civilian life which does not leave a very good taste in the mouth. The book is more suited for American readers than for serious readers of military history.