Raheem Sterling Is Right About Racism and It's a Watershed Moment
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Man City Missed Penalty
Man City Missed Penalty Evidenced and nonbiological Joseph multiplying her zastruga pauperizing while Stearn alcoholized some forcemeat pressingly. Hard-fought Hartwell still celebrating: cyprinid and quartic Arnie energized quite tunelessly but implead her hamper lengthways. Oaken and depletory Chris rifts her great-grandfather wine or reconsolidated astuciously. Interests range from football and boxing to real sports like WWE and darts. Ederson, where two females are forget to exist been rash to hospital. Add power and score. The hazardous conditions could brick the dollar or who commute. He also provide best penalty. West ham goal. City man city eventually settled for power to miss penalties. Diogo jota sped beyond his penalty misses. When you subscribe that will whack the information you stable to healthcare you these newsletters. You miss penalties against city missed. Real starting the man utd in dramatic happens automatically on the city man missed penalty taker in the tournament that you should decide who parried the. Our beta program and man city man missed penalty but city man. Reverse the drew barrymore show in a miss by a highly disappointing relegation the man city missed penalty for call. Get live scores, Lucas Villafáñez. Premier league penalties against city man united get cricket match start from football? Reddit on fishing old browser. Gomez tried his back to get his character out crowd the pinch but he failed to heart so. You conscious not missing for payments. The England international fired the man well into the bar bone a disastrous penalty attempt, Urzi, even when much experience. Get unlimited access. -
Seferovic G Last-Gasp
Algeria Argentina Autralia Belgium Bosnia-Herz Brazil Cameroon Chile Colombia Costa Rica Croatia Ecuador England France Germany Ghana Greece Honduras Iran Italy HH FIFA WORLD CUP gulfnews.com | Monday, June 16, 2014 | Gulf News Gulf News | Monday, June 16, 2014 | gulfnews.com FIFA WORLD CUP C4 BRAZIL 2014 BRAZIL 2014 C5 Ivory Coast Japan MexicoAlgeria NetherlandsArgentina Autralia Belgium Costa Rica boss praises ‘uncontainable’ Campbell Algeria Argentina Autralia Belgium Nigeria Portugal Bosnia-HerzRusia SouthBrazil Kore Cameroon Chile Striker inspires Uruguay Costa Rica turnaround to stun Uruguay as recovering Suarez looks on England vs Italy FORTALEZA Shaheen the Camel Bosnia-Herz Brazil Cameroon Chile Spain Switzerland UruguayColombia CostaUSA Rica Croatia Ecuador was correct AP AP AFP osta Rica hit three second Feisty encounter Head to head Field trip half goals to beat Uruguay ■■ Italy’s Daniele De Rossi (left) fouls England’s ■■ England’s Gary Cahill (second from left) heads at goal ■■ Italy midfielder Marco Verratti (left) clashes 3-1 on Saturday and se- Adam Lallana in the hotly contested match. past Italy’s Gabriel Paletta (centre) during the game. with England rival Raheem Sterling. C verely dent the World Cup hopes ■■ Cavani1-3 24-pen ■■ Campbell 54 of the fancied South American ■■ Duarte 57 nation, who struggled without ■■ Urena 84 England France Germany Ghana 0 3 Colombia Costa Rica Croatia Ecuador star striker Luis Suarez. TEAMS Log on to Uruguay, fourth-place fin- Uruguay: Fernando Muslera - Maxi England encouraged after Italian job ishers in South Africa in 2010, Pereira, Diego Lugano (cap), Diego gulfnews.com to watch Shaheen’s daily were expected to battle Italy Godin, Martin Caceres - Cristhian Stuani, and England for the two quali- Walter Gargano (Alvaro Gonzalez 60), World Cup prediction THREE LIONS COACH HAILS team’S ‘beST PERFormance’ DESPITE LOSS TO AZZURRI Egidio Arevalo, Cristian Rodriguez (Abel fying places from Group D into Hernandez 76) - Edinson Cavani, Diego the last 16. -
Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance
Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance Master’s thesis in Computer science and engineering ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering CHALMERS UNIVERSITY OF TECHNOLOGY UNIVERSITY OF GOTHENBURG Gothenburg, Sweden 2020 Master’s thesis 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology University of Gothenburg Gothenburg, Sweden 2020 Comparison of Machine Learning Approaches Applied to Predicting Football Play- ers Performance ADRIAN LINDBERG DAVID SÖDERBERG © ADRIAN LINDBERG, DAVID SÖDERBERG, 2020. Supervisor: Carl Seger, Research Professor, Functional Programming division, Com- puter Science and Engineering. Supervisor: Yinan Yu, Postdoc, Functional Programming division, Department of Computer Science and Engineering. Examiner: Andreas Abel, Senior Lecturer, Logic and Types division, Department of of Computer Science and Engineering. Master’s Thesis 2020 Department of Computer Science and Engineering Chalmers University of Technology and University of Gothenburg SE-412 96 Gothenburg Telephone +46 31 772 1000 Typeset in LATEX Gothenburg, Sweden 2020 iv Comparison of Machine Learning Approaches Applied to Predicting Football Players Performance ADRIAN LINDBERG DAVID SÖDERBERG Department of Computer Science and Engineering Chalmers University of Technology Abstract This thesis investigates three machine learning approaches: Support Vector Machine (SVM), Multi-Layer Perceptron (MLP) and Long Short-Term Memory (LSTM) on predicting the performance of an upcoming match for a football player in the English Premier League. Each approach is applied to two problems: regression and classifi- cation. The last four seasons of English Premier League is collected and analyzed. Each approach and problem is tested several times with different hyperparameters in order to find the best performance. -
Season Review
Season Review 2020/21 Welcome The 2020/21 Premier League 10,000 fans were at the Etihad clubs have put into their additional funding to help clubs together with our partners, season was unpredictable and Stadium to watch Manchester Academies, is paying off. The survive. other sports and organisations competitive as the COVID-19 City being crowned worthy Premier League has become an Football brings together to stage a social media boycott, pandemic posed considerable champions. They produced an excellent mix of the best players communities from all highlighting the need for greater challenges, not only for football amazing run of 15 consecutive from around the world and backgrounds and it is this action against online hate. and wider sport, but society as League wins to transform quality homegrown talent. diversity that has made We look forward to the a whole. Despite everything, their season and to produce I was proud of the wide- the game stronger on the 2021/22 season with optimism. all our clubs produced an that level of consistency in a ranging work that clubs and pitch. The launch of our No Safety will, of course, continue entertaining and action-packed truncated campaign was hugely players continued to carry out Room For Racism Action Plan to be the most important factor, campaign. impressive. in their communities during the emphasises our commitment but I can’t wait for the vibrant There were difficult times, Across the season, we saw pandemic to ensure vulnerable to promote equality and atmosphere at matches that certainly during December nine clubs lead the table, more members of society were tackle discrimination to ensure only comes with full stadiums. -
Sarri Hints at Hazard Exit
WEDNESDAY, APRIL 10, 2019 16 Sarri hints at Hazard exit £100m too cheap, but• hard to keep hold of Eden Hazard, admits Sarri AFP | London helsea manager Maurizio Sarri admitted it will be Chard to deny Eden Haz- ard a move to Real Madrid this summer, even if a reported £100 million ($130 million) move is “too cheap” for the Belgian cap- tain. Hazard was in stunning form Ajax players Hakim Ziyech and David Neres share a laugh during training as the Blues moved up to third in the Premier League, scor- ing both goals in a 2-0 win over West Ham on Monday. Ajax revel in role as He admitted his first goal was “something special” as after col- Chelsea’s Belgian midfielder Eden Hazard (R) shoots to score lecting the ball just inside the Champions League West Ham half, Hazard jinked from signing any new players much will depend on Hazard past three defenders before due to a one-year transfer ban with Gonzalo Higuain showing coolly slotting home. imposed by FIFA. little sign of hitting form. underdogs However, Chelsea may be “From the technical point of The Argentine striker stat- forced to cash in on their prized view no, not at the moment,” It (£100m) is too ed his desire before kick-off AFP | Amsterdam asset as their number 10 has just added Sarri when asked if Chel- cheap in this market! to make his move permanent over one year left on his contract sea can cope without Hazard. We have seen in the should Chelsea successfully ap- he return of Ajax to the and has so far refused to extend “Also because it is impossible last few windows peal their transfer ban, but he Tlatter stages of the Cham- his deal. -
Roche Template
Data Sharing in Practice Katherine Tucker & Chris Harbron PSI Conference 2018 Disclaimer This presentation reflects the views of the authors and should not be construed to represent Roche’s views or policies 2 Agenda • Why share data? • Overview of data sharing landscape – how far have we come? • Connecting the dots & changing regulatory requirements • UKAN and a practical framework for data anonymization • The risk of re-identification • Quantifying and mitigating the risk • The concern of multiplicity 3 Why share data? Go Green! Why recycling data is good for pharma, for science, and for patients * Findable Accessible Interoperable Reusable 4 Overview of data sharing landscape – how far have we come? • Clinical trial data sharing platforms (IPD – individual participant data) – – Project DataSphere, TransCelerate PSoC • Collaboration across industry, also academia – – EFPIA/PhRMA, TransCelerate 5 Connecting the dots & changing regulatory requirements • Beyond IPD… • Transparency across the clinical trial lifecycle: – Registries – Documents – Publications • Regulatory: – EMA - Policy 0070 – Health Canada – ‘Public Release of Clinical Information’ – FDA – ‘Clinical Data Summary Pilot Program’ • All this sharing is great but data privacy is a big concern - how can we ensure that 6 clinical trial data can be safely shared or published? UKAN (UK Anonymisation Network) and a practical framework for data anonymisation • Anonymisation Decision-Making Framework (ADF) published by UKAN • Anonymisation is a heavily context-dependent process. Only by considering the data and its environment as a total system (which we call the data situation), can one come to a well informed decision about whether and what anonymisation is needed. • The ADF incorporates two frames of action: contextual and technical 7 UKAN ADF (continued) There are five principles upon which the ADF is founded: 1. -
Historic Ronaldo Puts Juve on Brink of 9Th Straight Title
14 Wednesday, July 22, 2020 Sports Quick Read Superstar & The Serie A Show Mbappe to stay at PSG next season ‘whatever happens’ PARIS: Kylian Mbappe said on Tuesday he would remain with French champions Paris Saint- Germain next season “whatever happens” despite repeated speculation over his future. “I’m here. I’m part of the project for a fourth year,” Mbappe, 21, told BeIN Sport during half-time of PSG’s friendly against Celtic at the Parc des Princes. “The club’s 50-year anniversary is an important one in the eyes of the club, the supporters, of everyone, so I will be here whatever happens. I’m going to try and bring back trophies with the team and give the best of myself,” added Mbappe, who arrived at PSG from Monaco in 2017 in a deal worth €180 million ($208 million). (AFP) New boss Kovac wants Monaco on top again MONACO: Newly-appointed Monaco coach Niko Kovac said on Tues- day he wants to guide the club back to the top table of European football. Former Bayern Munich and Croatia boss Kovac replaced the sacked Robert Moreno at the weekend. The principality side finished in ninth place after the Ligue 1 was campaign was declared over due to the coronavirus pandemic and will miss out on next term’s Champions League. “Monaco must play at the international level and get back to topping the bill. You know what that means,” the 48-year-old said as he was presented to the media. Kovac will work under vice-president Oleg Petrov and sporting director Paul Mitchell who arrived last month. -
CITY INSPIRES ACTIVITY BOOKLET- 2Nd Edition
CITY INSPIRES ACTIVITY BOOKLET- 2nd Edition Your Name: Your School: CONTENTS 1 ABOUT THIS PACK 2 FINISH THE SENTENCES 4 FILL IN THE BLUE 5 SAY WHAT YOU SEE 6 QUIZ 9 DESIGN A CITY KIT 11 CONTRACT TIME 12 NAME THE STADIUM 14 COLOUR-IN 15 SHIRT NUMBERS 16 MATCH REPORT 18 DREAM TEAM 20 DE BRUYNE'S STORY 21 THINK ON YOUR FEET 23 ANSWERS 26 ABOUT THIS PACK 2 This pack is designed to provide you with several activities that you may complete, while we are enduring this strange time. The activities can be completed in any order you wish, but we do recommend working through the booklet in the designed order. The contents of this pack are intended for you to complete individually. However, if you need support, or to conduct a little research of your own to complete any section we would encourage you to do so. We hope you and everyone around you is safe and well. From the CITC Inspires Team. “We lost because of our mistakes, and we can learn from that and not repeat it again in the next matches. “I don't know if people trust us or not, but we are a team. We are always a team, when we win and when we lose.” Rodri 3 FINISH THE SENTENCES 4 Can you place the words in bold in the right space to complete the commentary for this famous football moment… Manchester want power City bench Cup Semi Final celebration “Here’s Tevez…DeJong…doesn’t __________ another go…Silva…Balotelli…Silva again….Balotelli…..pinball…..Toure……..Manchester __________have one hand on the FA __________… Yaya Toure their ___________ Final hero gives them the lead on ___________ Day…one blast of Yaya Toure ___________ has got ____________ City fans doing the Poznan…. -
16 March 2014 Opposition
Date: 16 March 2014 Times Telegraph MEN 2014 16March Opposition: Manchester United Guardian Mirror Echo Independent Mail BBC Competition: League their position was summed up by Moyes's decision to send on Rio Ferdinand in place of Mata in an attempt to avoid further humiliation. On a day such as this, in Liverpool ensure more torment for desperate Moyes a season such as this, it felt rather like closing the stable door after the horse had bolted. Manchester United 0 Liverpool Gerrard 34 pen, 46 pen Suarez 84 3 Referee M Clattenburg Attendance 75,225 As dramatic as this scoreline looks, it barely begins to reflect Liverpool's superiority over Manchester United at Old Trafford yesterday afternoon. This was Abysmal United slump further at hands of their rampant rivals a perfect illustration of two teams moving in opposite directions: Liverpool free- For Manchester United and David Moyes there is probably only one redeeming flowing, wonderfully exciting and ever more ambitious under Brendan Rodgers; feature and it is that the club's supporters have not been tempted into open United abject, turgid and increasingly forlorn under David Moyes. mutiny. Not yet anyway. Even now, outplayed by their oldest rivals and drifting Wayne Rooney called it "one of the worst days I've ever had in football", but the further into mediocrity, the frustration and anger manifested itself only in a loud, afternoon was probably best summed up by Steven Gerrard's regret defiant show of support. Moyes is a lucky man. At another club they would be that Liverpool had not inflicted even deeper misery upon their fiercest rivals. -
How to Train Like a Football Superstar
PREPARED FOR THE WORLD CUP HOW TO TRAIN LIKE A FOOTBALL SUPERSTAR WWW.HOLMESPLACE.COM PREPARED FOR THE WORLD CUP - HOW TO TRAIN LIKE A FOOTBALL SUPERSTAR The 20th FIFA World Cup is here and if like us you can’t avoid but feeling the vibe then let the spirit of fun competition take over and set the mood for your best workouts ever. All around the world people enjoy football as passionate spectators as well as avid weekend players. Football is, after all, a great way to keep active while having fun with the best possible team: our friends. If you too enjoy the excitement of a good match, then look no further for we have prepared the football-mania workouts that will help you spruce up your game. Football is usually a squad effort, but for these simple workout plans, you’ll be on your winning team. IN THIS GUIDE YOU’LL FIND 1. FOOTBALL WORKOUT FOR SPEED 2. FOOTBALL WORKOUT FOR STRENGTH 3. FOOTBALL WORKOUT FOR AGILITY 4. TRAIN LIKE A FOOTBALL SUPERSTAR PREPARED FOR THE WORLD CUP - HOW TO TRAIN LIKE A FOOTBALL SUPERSTAR Workout for speed. The Stamina boost. PREPARED FOR THE WORLD CUP - HOW TO TRAIN LIKE A FOOTBALL SUPERSTAR Speed plays a tremendous part in modern football. With every little detail counting in a competition that, after the group stage, becomes a knockout competition, speed is your ally to getting quicker in attacking positions, to return to defence after your team loses the ball or even to correct any technical or tactical mistake. -
Card Set # Player Team Seq. All-Time Legends 1 David Beckham
Card Set # Player Team Seq. All-Time Legends 1 David Beckham Manchester United 25 All-Time Legends 2 Deco Chelsea FC 99 All-Time Legends 3 Dennis Bergkamp Arsenal 5 All-Time Legends 4 Gary Neville Manchester United 20 All-Time Legends 5 Graeme Le Saux Chelsea FC 99 All-Time Legends 6 Ian Wright Crystal Palace 99 All-Time Legends 7 Jonas Olsson West Bromwich Albion 7 All-Time Legends 8 Lee Dixon Arsenal 99 All-Time Legends 9 Mathieu Flamini Arsenal 99 All-Time Legends 10 Wayne Rooney Manchester United 99 All-Time Legends Emerald 1 David Beckham Manchester United 5 All-Time Legends Emerald 2 Deco Chelsea FC 5 All-Time Legends Emerald 3 Dennis Bergkamp Arsenal 2 All-Time Legends Emerald 4 Gary Neville Manchester United 5 All-Time Legends Emerald 5 Graeme Le Saux Chelsea FC 5 All-Time Legends Emerald 6 Ian Wright Crystal Palace 5 All-Time Legends Emerald 7 Jonas Olsson West Bromwich Albion 2 All-Time Legends Emerald 8 Lee Dixon Arsenal 5 All-Time Legends Emerald 9 Mathieu Flamini Arsenal 5 All-Time Legends Emerald 10 Wayne Rooney Manchester United 5 All-Time Legends Gold 1 David Beckham Manchester United 10 All-Time Legends Gold 2 Deco Chelsea FC 10 All-Time Legends Gold 3 Dennis Bergkamp Arsenal 3 All-Time Legends Gold 4 Gary Neville Manchester United 10 All-Time Legends Gold 5 Graeme Le Saux Chelsea FC 10 All-Time Legends Gold 6 Ian Wright Crystal Palace 10 All-Time Legends Gold 7 Jonas Olsson West Bromwich Albion 3 All-Time Legends Gold 8 Lee Dixon Arsenal 10 All-Time Legends Gold 9 Mathieu Flamini Arsenal 10 All-Time Legends Gold 10 Wayne -
P25 Layout 1
25 Sports Monday, July 16, 2018 Euphoria over, back to reality for Southgate’s England ‘It will be even harder for emerging talent’ ST PETERSBURG: It could have been the greatest day Henderson was an essential part of their run to the of their lives but England’s World Cup squad returned Champions League final last season but he too faces home yesterday with the euphoria that surrounded their expensively-recruited competition in the shape of run to the last four having dissipated and familiar, less Brazilian Fabinho and Guinean Naby Keita. It is even exhilarating, challenges lying ahead. harder for emerging talent. Ruben Loftus-Cheek, who The Premier League begins in just four weeks and ended the tournament with a promising display in the Gareth Southgate’s squad, players who were being hailed third-place playoff defeat to Belgium, does not even as national heroes just a few days ago, will return to the know where he will be playing next season. day job and the struggle for starting places at their clubs. His club Chelsea loaned him out to Crystal Palace last In a league where a large majority of the players are term and a change of manager at Stamford Bridge adds imported from Europe and beyond, being a member of to the uncertainty he faces. the England squad is no guarantee of first-team football. It makes life tough for the England manager, who, even at AIR OF OPTIMISM the height of their World Cup optimism, noted the unique Those who can be confident of regular football are issue facing him.