"Cost of war - employment impact" by Anastasiia Tryputen, AI enthusiast, researcher, entrepreneur, founder of NeuroHarb and Data unBlocked companies
Abstract: The talk would give a background of the Ukrainian talent market, historical trends, the success of Ukrainians inside and outside of the country. The next part of the talk will focus on the truth of russian full-scale war and what it means to families, companies, and talents. The last part of the talk will focus on the statistics around people fleeing war, specifically children and women, and suggest data science professionals and business owners to consider helping those who arrived to pick up new skills to enter the technical field. Finally, the closing part will focus on the gender gap in tech field and how we can contribute to changing this situation for all the women in EU and globally.
E book of UKRAINE contains political history & geo political significance of UKRAINE and having comparative chart analysis with its relationship with INDIA
A powerpoint presentation covering various aspects of all things Ukraine-related.
Topics to be covered include:
Geographic Location
Regional Division
Landscape
Nature
Natural Resources
Historical Milestones
National Symbols
Population
Language & Education
Religion
Government
Monetary & Economic Status
Culture
Music
Dance
Cuisine.
*This presentation was used as a teaching tool for an undergraduate honors music and culture course.*
"Cost of war - employment impact" by Anastasiia Tryputen, AI enthusiast, researcher, entrepreneur, founder of NeuroHarb and Data unBlocked companies
Abstract: The talk would give a background of the Ukrainian talent market, historical trends, the success of Ukrainians inside and outside of the country. The next part of the talk will focus on the truth of russian full-scale war and what it means to families, companies, and talents. The last part of the talk will focus on the statistics around people fleeing war, specifically children and women, and suggest data science professionals and business owners to consider helping those who arrived to pick up new skills to enter the technical field. Finally, the closing part will focus on the gender gap in tech field and how we can contribute to changing this situation for all the women in EU and globally.
E book of UKRAINE contains political history & geo political significance of UKRAINE and having comparative chart analysis with its relationship with INDIA
A powerpoint presentation covering various aspects of all things Ukraine-related.
Topics to be covered include:
Geographic Location
Regional Division
Landscape
Nature
Natural Resources
Historical Milestones
National Symbols
Population
Language & Education
Religion
Government
Monetary & Economic Status
Culture
Music
Dance
Cuisine.
*This presentation was used as a teaching tool for an undergraduate honors music and culture course.*
A powerpoint presentation covering various aspects of all things Ukraine-related.
Topics to be covered include:
The national symbols of Ukraine
Geographical position
Territory
Rivers
Big Cities
Ukrainian Culture & Traditions
Russian President Vladimir Putin launched a military operation against Ukraine on February 24. The forces invaded Ukraine from several directions and this is being seen as the beginning of war in Europe over Russia's demands for an end to NATO's eastward expansion
Putin denied for months that he was planning an invasion. However, today, in a televised speech, he declared that he had ordered "a special military operation" to protect Russian citizens who had been subjected to "genocide" in Ukraine
Historical backdrop
The tensions between Russia and Ukraine go years back. However, tensions escalated in 2021 when Ukrainian President Volodymyr Zelensky urged US President Joe Biden to let Ukraine join NATO.
Ukraine is a democratic country of 44 million people, with over 1,000 years of history. It also happens to be the biggest country in Europe by area after Russia.
After the fall of the Soviet Union, it voted for independence from Moscow. Putin deems Ukraine as an artificial creation carved from Russia by enemies. He has also described Ukraine as a puppet of the West.
Zelensky's request to be a part of NATO angered Russia and it started placing troops near the Ukraine border.
On November 10, 2021, the US reported unusual Russian troop movements near the Ukrainian border. On November 28, Ukraine said Russia is massing nearly 92,000 troops for an offensive at the end of January or early February.
However, Moscow denied it and accused Kyiv of a military build-up of its own.
In December, President Biden warned of severe sanctions if Russia invaded Ukraine. Putin has constantly demanded guarantees from the West and Ukraine that it will not join NATO.
2014 invasion
This is not the first time that tensions have mounted between Russia and Ukraine. Russia had invaded Ukraine in 2014 and annexed its Crimean peninsula. Rebels backed by President Putin seized large swathes of eastern Ukraine and fought the army. The attack came in when its pro-Russian president was deposed. The war has claimed over 14,000 lives since then.
What does Ukraine want?
A 2001 poll suggests that nearly half of Ukrainians supported the country’s exit from the Soviet Union. Now, over 80 per cent of people support Ukraine’s independence.
Current situation
As Russia continued to launch missiles, Ukraine's military claimed at least "50 Russian occupiers" were killed. "Shchastya is under control. 50 Russian occupiers were killed. Another Russian plane was destroyed in the Kramatorsk district. This is the sixth," Ukraine's military said.
Russo-Ukrainian War[c] is an ongoing international conflict between Russia and Russian-controlled separatists against Ukraine, which began in February 2014.[d] Following Ukraine's Revolution of Dignity, Russia annexed Crimea from Ukraine and supported pro-Russian separatists in the war in Donbas against Ukrainian government forces; fighting for the first eight years of the conflict also included naval incidents, cyberwarfare, and heightened .
"One Belt, One Road" Policy & the International Trade Supermicro
For thousands of years, the Silk Road was the way of trade and cultural exchanges between the Asian and European civilizations and has played an important role in promoting the progress of human civilization and promoting the prosperity and development of all countries along the route. In 2013, for the ancient Silk Road had a new goal - promote world peace and development, and provide regional economic and trade cooperation, strengthen exchanges between different civilizations, Chinese President Xi Jinping proposed to build a Silk Road Economic Belt "in twenty-first Century and "Maritime Silk Road" (referred to as "One Belt, One Road"), therefore the main initiatives, attracted the international attention. The thesis starts from the countries along the Silk Road in Ukraine, by introducing the overview of Ukraine, and the political and economic relations between Chinese and Ukraine in the eyes of the "Chinese Belt and Road Initiative" strategy, to analyze the "China Belt and Road Initiative" strategy implemented in Ukraine's advantages and risks, and reveal Ukraine in the area the way strategy is an important strategic geopolitical position.
Great themes during the 18th and 19th Century in Russia, list of Tsars. Time line of major events in World History. Examination of ties between the United States and Russia that are not well known.
As electricity is difficult to store, it is crucial to strictly maintain the balance between production and consumption. The integration of intermittent renewable energies into the production mix has made the management of the balance more complex. However, access to near real-time data and communication with consumers via smart meters suggest demand response. Specifically, sending signals would encourage users to adjust their consumption according to the production of electricity. The algorithms used to select these signals must learn consumer reactions and optimize them while balancing exploration and exploitation. Various sequential or reinforcement learning approaches are being considered.
Online violence amplifies IRL discriminations, and the lack of diversity grows in a vicious circle. Understanding cyber-violence, its forms and mechanisms, can help us fight back. To process massive volumes of data, AI finally comes into play for good.
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A powerpoint presentation covering various aspects of all things Ukraine-related.
Topics to be covered include:
The national symbols of Ukraine
Geographical position
Territory
Rivers
Big Cities
Ukrainian Culture & Traditions
Russian President Vladimir Putin launched a military operation against Ukraine on February 24. The forces invaded Ukraine from several directions and this is being seen as the beginning of war in Europe over Russia's demands for an end to NATO's eastward expansion
Putin denied for months that he was planning an invasion. However, today, in a televised speech, he declared that he had ordered "a special military operation" to protect Russian citizens who had been subjected to "genocide" in Ukraine
Historical backdrop
The tensions between Russia and Ukraine go years back. However, tensions escalated in 2021 when Ukrainian President Volodymyr Zelensky urged US President Joe Biden to let Ukraine join NATO.
Ukraine is a democratic country of 44 million people, with over 1,000 years of history. It also happens to be the biggest country in Europe by area after Russia.
After the fall of the Soviet Union, it voted for independence from Moscow. Putin deems Ukraine as an artificial creation carved from Russia by enemies. He has also described Ukraine as a puppet of the West.
Zelensky's request to be a part of NATO angered Russia and it started placing troops near the Ukraine border.
On November 10, 2021, the US reported unusual Russian troop movements near the Ukrainian border. On November 28, Ukraine said Russia is massing nearly 92,000 troops for an offensive at the end of January or early February.
However, Moscow denied it and accused Kyiv of a military build-up of its own.
In December, President Biden warned of severe sanctions if Russia invaded Ukraine. Putin has constantly demanded guarantees from the West and Ukraine that it will not join NATO.
2014 invasion
This is not the first time that tensions have mounted between Russia and Ukraine. Russia had invaded Ukraine in 2014 and annexed its Crimean peninsula. Rebels backed by President Putin seized large swathes of eastern Ukraine and fought the army. The attack came in when its pro-Russian president was deposed. The war has claimed over 14,000 lives since then.
What does Ukraine want?
A 2001 poll suggests that nearly half of Ukrainians supported the country’s exit from the Soviet Union. Now, over 80 per cent of people support Ukraine’s independence.
Current situation
As Russia continued to launch missiles, Ukraine's military claimed at least "50 Russian occupiers" were killed. "Shchastya is under control. 50 Russian occupiers were killed. Another Russian plane was destroyed in the Kramatorsk district. This is the sixth," Ukraine's military said.
Russo-Ukrainian War[c] is an ongoing international conflict between Russia and Russian-controlled separatists against Ukraine, which began in February 2014.[d] Following Ukraine's Revolution of Dignity, Russia annexed Crimea from Ukraine and supported pro-Russian separatists in the war in Donbas against Ukrainian government forces; fighting for the first eight years of the conflict also included naval incidents, cyberwarfare, and heightened .
"One Belt, One Road" Policy & the International Trade Supermicro
For thousands of years, the Silk Road was the way of trade and cultural exchanges between the Asian and European civilizations and has played an important role in promoting the progress of human civilization and promoting the prosperity and development of all countries along the route. In 2013, for the ancient Silk Road had a new goal - promote world peace and development, and provide regional economic and trade cooperation, strengthen exchanges between different civilizations, Chinese President Xi Jinping proposed to build a Silk Road Economic Belt "in twenty-first Century and "Maritime Silk Road" (referred to as "One Belt, One Road"), therefore the main initiatives, attracted the international attention. The thesis starts from the countries along the Silk Road in Ukraine, by introducing the overview of Ukraine, and the political and economic relations between Chinese and Ukraine in the eyes of the "Chinese Belt and Road Initiative" strategy, to analyze the "China Belt and Road Initiative" strategy implemented in Ukraine's advantages and risks, and reveal Ukraine in the area the way strategy is an important strategic geopolitical position.
Great themes during the 18th and 19th Century in Russia, list of Tsars. Time line of major events in World History. Examination of ties between the United States and Russia that are not well known.
As electricity is difficult to store, it is crucial to strictly maintain the balance between production and consumption. The integration of intermittent renewable energies into the production mix has made the management of the balance more complex. However, access to near real-time data and communication with consumers via smart meters suggest demand response. Specifically, sending signals would encourage users to adjust their consumption according to the production of electricity. The algorithms used to select these signals must learn consumer reactions and optimize them while balancing exploration and exploitation. Various sequential or reinforcement learning approaches are being considered.
Online violence amplifies IRL discriminations, and the lack of diversity grows in a vicious circle. Understanding cyber-violence, its forms and mechanisms, can help us fight back. To process massive volumes of data, AI finally comes into play for good.
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2. DISCUSSION OUTLINE
why Ukraine matters
the success of Ukrainians inside and
outside of the country
truth and facts
effect of war on Ukraine
how ML can help to win the war
PART 1: BACKGROUND
PART 2: RUSSIAN FULL-SCALE WAR
PART 3: ML FOR THE VICTORY
3. YOU NEVER REALIZE HOW MUCH
OF YOUR BACKGROUND IS SEWN
INTO THE LINING OF YOUR
CLOTHES.
TOM WOLFE
5. UKRAINE IN FACTS
OR DID YOU KNOW..?
Ukraine is the biggest country of continental
Europe
The territory of Ukraine was one of the largest
historical transport routes - "the way from the
Vikings to the Greeks"
Ukrainian Philip Orlyk created one of the world's
first constitutions
Ukrainians have developed an aircraft with the
world's largest payload - An-225 "Dream" and it is
being currently restored
Kyiv-Mohyla Academy is considered to be the
oldest educational institution in Eastern Europe
846 is the total number of higher education
institutions in Ukraine.
Ukraine ranks fourth in the world in the number of
citizens with higher education
6. LABOR MARKET
App.200K-220K professionals located in 5 major cities: Kyiv, Kharkiv, Lviv,
Dnipro, Odesa
HIGH NUMBER OF HIGHLY SKILLED IT INDIVIDUALS
Ukraine has 400+ start ups with numerous unicorns and recognized founders
among them
Ukraine traditionally has a strong small and middle size business culture with
more than 1,9M registered business entities
BOOMING START UP CULTURE
STRONG SMALL AND MIDDLE SIZE BIZ CULTURE
7. SUCCESS
STORIES
Jan Koum - WhatsApp
Max Levchin - PayPal
Oleg Rogynskyy - People.ai
Kirill Bigai - Preply
Dmitriy Zaporozhets - GitLab
Vlad Yatsenko - Revolut
Max Lytvyn - Grammarly
Alex Shevchenko - Grammarly
Dmytro Lider - Grammarly
Roman Mogylnyi - Reface
Oles Petriv - Reface
Yaroslav Boyko - Reface
Denys Dmytrenko - Reface
Kyrylo Syhyda - Reface
Dima Shvets - Reface
Ivan Altsybeiev - Reface
And many more
8. WAR IS A DEFEAT FOR HUMANITY.
POPE JOHN PAUL II
10. RUSSIAN FULL-SCALE
WAR
War started 8 years ago
ANNEXATION OF CRIMEA, WAR IN DONBAS
Full-scale invassion of Russia in Ukraine
The words 'escalation' and 'conflict' should be taken out of vocabulary - IT IS
WAR!
24 FEBRUARY 2022
IT IS NOT A CONFLICT!
11. WAR IN NUMBERS
Ukraine is invincible but bleeding...
OHCHR confirmed 6,755*
civilians were killed:
- 2,656 men
- 1,804 women
- 174 girls
- 212 boys
- another 38 children and
1,871 adults' sex can't be
identified
- 10,607 injured
Numerous cities and
villages in blockage or
occupied:
- Mariupol
- part of Kherson
- Melitopol
and many more...
USD 39B - housing
USD 30B - transport
infrastructure,
USD 10B - commerce
and industry
USD 3B** - energy
More than USD 100B -
damage to infrastructure
including:
+USD 250B in lost
agricultural production
*Only confirmed and documented cases, the number of deaths on occupied territories is undetermined
**Before massive attacks on energy system
12. WAR IN NUMBERS
What Russia is not telling
PERSONNEL - ABOUT 96,590 PEOPLE
TANKS - 2,975 UNITS
ARMORED COMBAT VEHICLES - 5,946 UNITS
ARTILLERY SYSTEMS - 1,943 UNITS
MLRS - 406 UNITS
AIR DEFENSE MEANS - 211 UNITS
AIRCRAFT - 281 UNITS
HELICOPTERS - 264 UNITS
SHIPS / BOATS - 16 UNITS
FUEL TANKS - 4,563
SPECIAL MACHINERY - 172
LOSSES
Numbers as of December 15, 2022
13. SINCE WAR STARTED
CROSSED BORDER OF UKRAINE
Numbers as of December 13, 2022; source: UNCHR
16,331,091 PEOPLE
8,495,845 PEOPLE CROSSED BORDER TO UKRAINE
Survey done by UNCHR on the profiles of people
Survey done by UNCHR on the profiles of people
Survey done by UNCHR on the profiles of people
14.
15.
16. IT HAS BECOME APPALLINGLY
OBVIOUS THAT OUR
TECHNOLOGY HAS EXCEEDED OUR
HUMANITY
ALBERT EINSTEIN
18. ML IN ACTION
DETECTION OF WAR CRIMINALS AND UNDERCOVER AGENTS
FACIAL RECOGNITION
DETECTION OF STOLEN GRAIN
INFORMATION ON OCCUPIERS VIA E-VOROG CHAT
COMPUTER VISION
CONVERSATIONAL AI