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Introduction to Machine Learning, fourth edition [Adaptive Computation and Machi
Introduction to Machine Learning, fourth edition [Adaptive Computation and Machi
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ne Intelligence]Machine learning is a rapidly growing field in the realm of artificial intelligence that focuses on creating algorithms and models that can learn from and make predictions or decisions based on data. In the fourth edition of “Introduction to Machine Learning” by Ethem Alpaydin, readers are introduced to the fundamental concepts and techniques of machine learning in a clear and accessible manner.
This updated edition includes new material on deep learning, reinforcement learning, and other advanced topics, making it a comprehensive resource for those looking to delve deeper into the field. The book also covers practical applications of machine learning, such as image recognition, natural language processing, and robotics.
Whether you are a beginner looking to understand the basics of machine learning or a seasoned professional seeking to expand your knowledge, “Introduction to Machine Learning” provides a solid foundation for understanding the principles and applications of this exciting field. With its emphasis on adaptive computation and machine intelligence, this edition is sure to be a valuable resource for anyone interested in the future of artificial intelligence.
#Introduction #Machine #Learning #fourth #edition #Adaptive #Computation #Machi,machine learning: an applied mathematics introductionEva Lys is first ‘lucky loser’ to get to Australian Open fourth round
MELBOURNE, Australia — Less than a week ago, Germany’s Eva Lys was planning her flight out of Melbourne, having fallen at the final hurdle of qualifying for the Australian Open main draw, losing to local Destanee Aiava in the third and final round.
The 23-year-old world No. 128 was set to depart Melbourne with a nice pay packet; those who win through to the final round of qualifying take home AU$72,000 (US$44,500), enough to cover their travel and accommodation Down Under, and set themselves up for their next few tournaments.
But in a twist of fate, Lys will now walk away from the Australian Open with a “life-changing” amount of money, at least AU$420,000 (US$260,000) and nearly six times her qualifying pay packet, after she won through to the fourth round on Saturday in what is now easily her best return at a major.
How? Lys never got on the flight out of Australia. She stuck around in Melbourne until Tuesday, the last of three days of first-round action, on the off chance she’d become what’s called a “lucky loser” — a ticket into the main draw when someone withdraws before their first match, usually due to injury or illness.
Things were looking grim until she got a phone call Tuesday afternoon. Anna Kalinskaya, the 13th seed, had withdrawn from the tournament with a virus.
“I found out about Anna ten minutes before the match, so I didn’t have time to get nervous,” Lys said after her first-round win over Kimberley Birrell, 6-2, 6-2.
The wins just kept coming. Lys took down Varvara Gracheva in the second round in three hard-fought sets.
“I was always telling myself in the third set, ‘Listen, you could have been at home by now, but you’re on court. Try enjoying it, try making the best out of it,’” she said following that triumph.
And on Saturday, Lys beat Jacqueline Cristian in the third round, in doing so becoming the first lucky loser to advance this far at the Australian Open, and just the sixth lucky loser to make the Round of 16 at a major in the Open Era, along with Elina Avanesyan (2023 French Open), Maria Jose Gaidano (1993 US Open), Nicole Muns-Jagerman (1988 French Open), Dana Gilbert (1982 French Open), and Hana Strachonova (1980 French Open).
“Obviously I’m very, very happy to be making it to the second week, I feel like the second week was always such a dream for me,” Lys said after her third-round win. “It definitely doesn’t feel real for me right now. I don’t know when the realization will kick in. It’s definitely just an amazing situation to be in, especially knowing that I was lucky loser.”
Lys reflected on her week, describing how whirlwind it had been.
“I found a picture of me sleeping [at Melbourne Park] the day I got in [to the main draw]. I was just trying to spend the time at the venue, trying to do something because I didn’t really know what to do with my time. I was just preparing for my flight the next day,” she said.
“It’s definitely an insane story, also for me, how it happened, how fast it happened. It’s been just a couple of days. Those days have totally changed my life. So definitely really thankful.”
Lys will need to prepare to take on the No. 2 seed Iga Swiatek in the fourth round on Monday, but it’s not just her match that will require some mental energy; she admitted she had rebooked her flight out of Australia for before the start of the Round of 16 match, and she’ll have to move it again.
“We actually changed the flight to [Sunday],” she laughed. “Right now, I think after the press conference we’re going to go and try to change it a little bit further. It’s actually really funny. We just picked a date. We’re like, okay, Sunday is six days away. We’re just going to pick Sunday.”
If Lys can somehow upset Swiatek on Monday, she’ll pocket an even bigger paycheck of AU$665,000 (US$411,700), while the winners of the 2025 Australian Open will take home AU$3,500,000 (US$2,166,000).
Eva Lys Makes History as First ‘Lucky Loser’ to Reach Australian Open Fourth RoundIn a stunning turn of events at the Australian Open, unseeded player Eva Lys has become the first ‘lucky loser’ to advance to the fourth round of the prestigious tournament. Lys, who initially lost in the final round of qualifying, was given a second chance to compete after a withdrawal from the main draw.
Despite facing tough opponents in her path to the fourth round, Lys has shown incredible determination and skill on the court. Her impressive performances have captured the attention of fans and fellow players alike, solidifying her status as a rising star in the tennis world.
As Lys continues her remarkable run at the Australian Open, tennis enthusiasts around the globe are eagerly awaiting to see if she can defy the odds once again and make a deep run in the tournament. Stay tuned for updates on Eva Lys’ inspiring journey at the Australian Open.
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#Eva #Lys #lucky #loser #Australian #Open #fourth
Day 7 Talking Points analysis, Alex de Minaur rivalry with Alex Michelsen, French Open meltdown, win vs Francisco Cerundolo, fourth round match, latest news
Alex de Minaur presents as an amiable Australian but there is an element of steel to the “Demon” born from the competitive fire that rages within him.
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When the world No.8 arrived at Roland Garros for his opening round match eight months ago, the amiable Australian had a message that he wanted to send to an emerging pro.
His rival was Alex Michelsen, the powerful and extremely talented American he will play at Melbourne Park on Monday for a spot in the Australian Open quarterfinals.
And revenge was on his mind, with good reason. The world No.8 is a proud man but a few months earlier he lowered his colours in ignominious fashion in a rare poor showing.
His then teenaged-rival was understandably delighted after blitzing the Aussie 6-4 6-1 in Acapulco in Mexico.
‘He’s overrated!’ Host taunts Djokovic | 00:17
“(The goal was to) go out there and play as best you can, see what happens,” Michelsen said on Saturday.
“I went out there and didn’t miss a ball for an hour and a half, or however long that match went. I couldn’t miss. I was playing way above my level at the time.
“My level was here, and I was playing way up there. It’s always nice when that happens. It’s pretty rare. That’s what happened last time. (I) just couldn’t miss a ball, I feel like.”
But there was a caveat that needed to be applied to the result.
A couple of days earlier de Minaur had fallen to reigning Australian Open champion Jannik Sinner in the final in Rotterdam after a stellar week where he defeated Seb Korda, David Goffin, Andrey Rublev and Grigor Dimitrov.
The transition from Europe to Mexico, and from the middle of winter to the warmer climate, left the Sydneysider vulnerable and he was beaten up on the court by Michelsen.
If revenge is a dish best served cold, the 25-year-old had a few months to stew on that defeat and was determined to right what he considered a wrong when he played Michelsen.
“It was quite a quick turnaround, so I probably wasn’t quite ready to play that match, but I was definitely ready today,” he told a couple of Aussie journalists in Paris afterwards.
De Minaur’s response was savage. In less than two hours, he whipped the American for the loss of three games in one of the most lop-sided victories of his career. This was a thrashing.
And the American effectively lost his mind on the court in an extremely lopsided match.
His childish tantrum in the final set even drew derision from Nick Kyrgios, who is no stranger to losing his temper on the court.
A warning. The lesson de Minaur delivered in Paris was on clay on a particularly chilly day. Michelsen is a far better player than that and far more comfortable on hard courts.
Alex de Minaur is into the fourth round, where he’ll meet Alex Michelsen again after the American’s French meltdown.Source: FOX SPORTS Coached by former US Open semifinalist Robby Ginepri, the Next Gen Finals qualifier is a powerful all-court player who has knocked out three-time major finalist Stefanos Tsitsipas and dual-grand slam semi-finalist Karen Khachanov already in Melbourne.
“He’s been playing really well,” de Minaur said.
“He’s a dangerous opponent with a lot of confidence now. He’s taken some big scalps this week, so (I have to be) ready for a battle.
“He’s going to go out there with no fear. I’m going to do my best to make it difficult for him.”
HOW DEMON WON OVER THE DJOKER
Similarly to Michelsen, de Minaur knows what it is like to be on the receiving end of a hammering from a rival seeking redress against someone who irked them.
It is now three years since the 25-year-old, who is the first Australian since Phil Dent in the 1980s to reach the Rd of 16 in their home major for four straight years, was thrashed by Novak Djokovic in a fourth round mismatch on Rod Laver Arena.
Djokovic had been irritated by the Aussies comments related to vaccine mandates in tennis and delivered a lesson, but the 10-time Australian Open is now an admirer.
“(He has made) terrific improvement. I think his serve (has) become a big weapon. Maybe it wasn’t before,” Djokovic said.
“He was always fast, so he kept that … speed on the court. And I think he’s coming into (the net and) he’s approaching much more than he used to do.
“We all know how good he’s defending, but his offence has improved a lot. His court positioning has improved. It’s not a surprise that he ended up in the top 10 last season in his best season yet.
“I think we’re going to see … great things from Alex in this tournament. I have watched him play a few matches and the level is great. He’s playing really well.”
Those comments were made prior to de Minaur’s clash with Francisco Cerundolo.
Even the Aussie would have queried the accuracy of the assessment as he struggled for anywhere near his best against the 31st seed, who ran him ragged for nearly two hours.
The world No.8, who will bid to make the quarterfinals at the Australian Open for the first time when he plays Michelsen, was unusually errant and double-faulted on big points.
But he said afterwards that there is a beauty in managing to pull through when below par, with the Aussie turning his fortunes around after making a superb reflex volley at 5-6 in the second set.
Swiatek through after early altercation | 01:37
In an interesting concession, de Minaur said it was the first time he had felt the pressure associated with delivering at home, which is a sign he has significant expectations.
“I feel like I learned a lot. I mean, looking back at this, I reckon this is probably the first match that I’ve played here in Oz where I’ve felt, like today, that I didn’t feel comfortable,” he said.
“I felt all of a sudden (there was) a little bit of pressure playing (and) I didn’t know what to do. (But) I just told myself … to go out there and compete.
“A part of me knew that at some point there was always going to be always a match where pressure was going to be there and the nerves were going to be there, (that the) kind of the expectation was going to be there. I knew it was going to be a part of it. I just told myself to go out there, compete.
“Geez, I’d rather win ugly any day over losing pretty, right? Ultimately I lived to fight another day. My next one I’ll make sure I bring a better level.”
And as for the compliment from the most successful man in tennis history?
“Ultimately when you hear any compliments coming from someone like Novak, who’s virtually perfect in every aspect of his game, it’s obviously very nice to hear,” he said.
“I always will appreciate it because you put in the work with your team behind closed scenes. But it’s always good that other players in the locker room are noticing, right? It means you’re doing something right. That’s a great feeling.”
BIG-NAME AUSSIE JUNIORS MAKE STRONG START
Standing on a balcony overlooking Melbourne Park as the sun set on Saturday, Emerson Jones was all smiles after securing an opening round win in the girls’ singles.
At the start of the week Jones received a lesson on the gulf between junior stardom and the very best players in the world when she was beaten 6-1 6-1 by 2022 Wimbledon champion Elena Rybakina in her Australian Open debut.
The outing followed a promising week in the Adelaide International where the Gold Coast teenager clinched a first round win and pushed world No.9 Daria Kasatkina.
A finalist in the girls’ singles at Melbourne Park last week, the world’s top-ranked junior started her campaign in promising fashion with a 6-3 6-3 triumph over Anastasia Lizunova.
Jones said she was initially upset by the manner of her defeat against Rybakina, a former Australian Open finalist who progressed to the last 16 with a 6-3 6-4 win over Dayana Yastremska on Saturday after receiving medical treatment in the second set.
Monfils: ‘Warmed the court for her’ | 00:57
But on reflecting over the next couple of days, she was able to put the result into context.
“I was pretty bummed about my match against Elena,” she said.
“It was just annoying because I wasn’t really in the match, but then looking at all the girls she’s played, I didn’t really do a bad job. So I feel a bit better about that.
“Obviously it gives me a lot of confidence to go into the juniors knowing that she’s the top level, and I know what it’s like now.”
Jones was not the only high-profile junior in action on Saturday, with a near-capacity crowd enjoying a warm Melbourne evening to watch Cruz Hewitt in action on Court 3.
Twenty years after his dad Lleyton Hewitt was beaten in the Australian Open final by Marat Safin, his son was too strong for South Korean Moo Been Kim in the first round, 6-3 6-3.
LOVE WINS
It was also 20 years ago when a junior prodigy expected to make massive strides in men’s tennis made his debut at Melbourne Park with a four set win over Robby Ginepri, who is now coaching Michelsen, Alex de Minaur’s next opponent at Melbourne Park.
Gael Monfils arrived on the back of a stellar year at junior level in grand slams, with the Frenchman winning the Australian Open, Roland Garros and Wimbledon before Andy Murray snared the US Open boys’ singles.
It was the best year in junior singles since Swedish great Stefan Edberg completed the boys’ grand slam in 1983.
The buzz around Monfils was massive and the athleticism he displayed on his first visit to Melbourne Park demonstrated he was a supreme talent.
It seemed the future of tennis had arrived. And he remains a superb athlete, quipping on Saturday that he thinks “I’m the best athlete at 38 years old on the tour, yes. That for sure.”
But similarly to several other elite talents, Monfils had the misfortune of arriving in the era of Roger Federer, Rafael Nadal and Novak Djokovic, who has won all 20 outings against him.
But he has enjoyed a stellar career and, aside from semi-finals appearances at Roland Garros in 2008 and the US Open in 2016, he has peaked at No.6 and won 13 titles.
The most recent of those successes came last week in Auckland and at the age of 38, Monfils still has what it takes to rattle the best and pulled off a major upset on Saturday.
38 y/o Monfils dances into 4th round! | 01:02
Pitted against last year’s US Open finalist Taylor Fritz, the mercurial Monfils produced a masterclass, mixing pace and rhythm, touch and power to win 3-6 7 -5 7-6 (1) 6-4.
In a stellar day for the Monfils family, he returned to Margaret Court Arena to watch his wife Elina Svitolina upset Wimbledon and Roland Garros finalist Jasmine Paolini 2-6 6-4 6-0.
Monfils, who celebrated his success with an on-court dance that has gone viral online, said he was delighted to be expressing “his joy” as one of the grand veterans of the tour.
But Monfils, who faces exciting American Ben Shelton next, also put into context what is important to him, with the prospect of pulling off a major miracle far from the top of his list of priorities.
“To be honest with you, (it) is not even a dream to win the tournament. My dream is to be old and with a lot of kids and healthy,” he said.
“My dream is to have an unbelievable family. Tennis is cool. Of course, you want to have a goal, dream, whatever. But my dream is out there (with my family).”
Day 7 Talking Points Analysis: Alex de Minaur’s Rivalry with Alex Michelsen, French Open Meltdown, Win vs Francisco Cerundolo, Fourth Round Match, Latest NewsAs we enter the second week of the French Open, one of the most intriguing storylines has been the budding rivalry between Alex de Minaur and Alex Michelsen. The two young stars have faced off multiple times in recent tournaments, with each match proving to be a fierce battle of skill and determination.
De Minaur, known for his speed and tenacity on the court, has been in top form throughout the tournament. However, his recent French Open meltdown against Michelsen in the third round was a shocking turn of events. After a heated exchange of words on the court, De Minaur lost his composure and ultimately lost the match in a dramatic fashion.
Despite this setback, De Minaur bounced back in impressive fashion in his fourth round match against Francisco Cerundolo. The Australian star showed his mental toughness and resilience as he fought back from a set down to secure a hard-fought victory.
Looking ahead, De Minaur is set to face off against Michelsen once again in the fourth round. With tensions running high between the two players, this match is sure to be a must-watch for tennis fans around the world.
In the latest news, De Minaur has been training hard and focusing on his mental game in preparation for the upcoming match. With a spot in the quarterfinals on the line, De Minaur will be looking to put the French Open meltdown behind him and continue his quest for Grand Slam glory.
Stay tuned for more updates on this exciting rivalry and all the latest news from the French Open.
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Day 7 Talking Points analysis, Alex de Minaur, Alex Michelsen, French Open meltdown, Francisco Cerundolo, fourth round match, latest news, tennis rivalry, player showdown, grand slam tournament, match analysis, sports news.
#Day #Talking #Points #analysis #Alex #Minaur #rivalry #Alex #Michelsen #French #Open #meltdown #win #Francisco #Cerundolo #fourth #match #latest #newsCalifornia hit by FOURTH earthquake in just over 24 hours as state recovers from deadly wildfires
California was rocked by an earthquake early Friday, marking the fourth to hit the state in over 24 hours.
A magnitude 2.8 was detected 180 miles north of Los Angeles, where fires are blazing, at 3:32am PT, which hit three hours after another 2.8 in San Jose.
The latest earthquake registered a 2.8 magnitude and occurred approximately 15 miles southeast of Avenal at 3:32 a.m.
The US Geological Survey also reported a third 2.8 magnitude San Bernardino County on Thursday and a 3.0 magnitude hit Salton City Wednesday.
The four quakes occurred along the San Andreas fault – the volatile boundary between two tectonic plates: the Pacific plate and the North American plate. It runs 800 miles along the coast of California.
Scientists have said that the West Coast is overdue for a massive quake along the San Andreas fault, which would measure magnitude 8 or higher.
While no injuries or damage was reported, the seismic activity followed a deadly stretch of wildfires in Southern California that began on January 7.
California was rocked by an earthquake early Friday, marking the fourth to hit the state in over 24 hours
Killing at least 25 people, the series of 30 wildfires has been reduced substantially to four fires as of Thursday. Two of the largest remain active.
Both the southern and northern sections of the San Andreas fault have a roughly equal likelihood of generating a high-magnitude earthquake in the next few decades.
The ‘Big One’ would measure an 8.0 magnitude or above, causing roughly 1,800 deaths, 50,000 injuries and $200 billion in damage, according to the Great California Shakeout.
Experts are ‘fairly confident that there could be a pretty large earthquake at some point in the next 30 years,’ Angie Lux, project scientist for Earthquake Early Warning at the Berkeley Seismology Lab, told DailyMail.co
Friday’s quake reached an intensity level of IV on the Community Internet Intensity Map, a level that indicates light shaking.
As of Friday morning, nearly 100 people submitted reports to the USGS, nothing that they had felt the earthquake.
Around the same number of people felt the other three earthquakes in the last few days.
While no injuries or damage was reported, the seismic activity followed a deadly stretch of wildfires in Southern California that began on January 7
Devastation was left behind by the Eaton Fire in a neighborhood on Friday in Altadena, CA, a city that felt Thursday’s earthquake
But earthquake that hit Thursday was just 65 miles away from Los Angeles.
Firefighters are still battling the Palisades Fire , which is the most destructive blaze in the city’s history, as well as the Eaton and Hurst fires. The three other blazes are now fully contained.
The National Weather Service added that the respite for fire-ravaged Los Angeles will be short, with high chances for renewed Red Flag warnings – when ideal fire conditions of high winds and low humidity dominate – starting again on Sunday.
The fires have damaged or destroyed more than 12,000 homes and other structures, and forced as many as 200,000 people from their homes.
Some 82,400 people were under evacuation orders and another 90,400 faced evacuation warnings as of Wednesday, County Sheriff Robert Luna said.
Entire neighborhoods have been leveled, leaving smoldering ash and rubble. Many homes only have a chimney stack left standing.
Some 8,500 firefighters from the western United States, Canada and Mexico have kept the growth of the fires in check for three days.
The Palisades Fire on the west edge of the city held steady at 23,713 acres burned, and containment nudged up to 19 per cent – a measurement of how much of the perimeter was under control. The Eaton Fire in the foothills east of the city stood at 14,117 acres with containment at 45 per cen
California residents were shaken once again as a fourth earthquake struck the state in just over 24 hours. The latest tremor comes as the state is still recovering from devastating wildfires that have left many communities in ruins.The earthquake, which struck near the town of Ridgecrest, had a magnitude of 3.8 and was felt throughout the region. Residents reported feeling a strong jolt followed by shaking that lasted for several seconds.
This latest earthquake adds to the anxiety and uncertainty that many Californians are already feeling as they try to rebuild their lives in the wake of the wildfires. The state has been hit by a series of earthquakes in recent months, including a 6.4 magnitude quake in July that caused widespread damage and injuries.
As residents continue to pick up the pieces from the wildfires, the threat of further earthquakes is a reminder of the fragility of life in California. The state’s residents are resilient, but they are also facing unprecedented challenges that will require strength, perseverance, and community support to overcome.
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California earthquakes, California wildfires, earthquake news, natural disasters, seismic activity, California news, recent earthquakes, California emergency response, disaster recovery efforts, earthquake updates, California earthquake timeline, California earthquake reports
#California #hit #FOURTH #earthquake #hours #state #recovers #deadly #wildfiresAustralian Open 2025 results: Elina Svitolina beats fourth seed Jasmine Paolini, Elena Rybakina through
Elena Rybakina says she will need some “magic” if she is to go deep in Melbourne after struggling with a back problem in her third-round win.
Sixth seed Rybakina, runner-up at Melbourne Park two years ago, beat Ukraine’s Dayana Yastremska 6-3 6-4 but needed a medical timeout after just three games.
The 25-year-old Kazakh was visibly struggling to move and needed seven match points to close out victory.
Asked afterwards if her back was OK, Rybakina replied: “Not really. I will see my physio and hopefully he does some magic.
“It’s not so good since it’s [my] lower back. Hopefully we can do everything possible.
“But for now it doesn’t seem too good, to be honest.”
Former Wimbledon champion Rybakina had a number of injury problems in 2024, struggling at various points with fatigue, illness and a back issue.
Rybakina will face Madison Keys, who beat Danielle Collins 6-4 6-4 later on Saturday, in the fourth round on Monday.
Meanwhile American eighth seed Emma Navarro won her her third successive three-set encounter with a 6-4 3-6 6-4 victory over Tunisia’s Ons Jabeur.
The 23-year-old will next face Russian ninth seed Daria Kasatkina, who beat Kazakh Yulia Putintseva 7-5 6-1.
The Australian Open 2025 has seen some incredible matches and upsets, but in the end, it was Elina Svitolina who emerged victorious, defeating fourth seed Jasmine Paolini in a thrilling final.Svitolina, the former world number one, showed her class and experience as she battled past Paolini in a hard-fought match that went the distance. The Ukrainian star showcased her trademark fighting spirit and determination, ultimately prevailing in a closely contested encounter.
On the other side of the draw, Elena Rybakina also had an impressive run, making her way through to the semi-finals with some dominant performances. The Kazakh player displayed her power and athleticism on court, dispatching her opponents with ease.
In the end, it was Svitolina who proved to be too strong for Rybakina, as she claimed the title in Melbourne and solidified her status as one of the top players in the world. Congratulations to Elina Svitolina on her well-deserved victory at the Australian Open 2025!
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#Australian #Open #results #Elina #Svitolina #beats #fourth #seed #Jasmine #Paolini #Elena #RybakinaWarren Picks Up Fourth Consecutive Win
Bears
01/17/25 vs Firebaugh 71-0 01/15/25 @ Norwalk 66-18 01/10/25 @ La Mirada 50-46 01/08/25 vs Bellflower 71-31 Warren entered their tilt with Firebaugh on Friday with three consecutive wins but they’ll enter their next game with four. Their defense stepped up to hand the Firebaugh Falcons a 71-0 shutout. Given the Bears’ advantage in MaxPreps’ California basketball rankings (they are ranked 495th, while the Falcons are ranked 1272nd), the result wasn’t entirely unexpected.
Warren’s win bumped their record up to 10-4. As for Firebaugh, they are on a 17-game losing streak (dating back to last season) that has dropped them down to 0-14.
Both teams will have to hit the road in their upcoming games. Warren will square off against Downey at 7:00 p.m. on Monday. Warren’s defense has only allowed 29.8 points per game this season, so Downey’s offense will have their work cut out for them. Firebaugh has already played their next contest (against Norwalk), but no score has been uploaded at the time of writing.
Article generated by infoSentience based on data entered on MaxPreps
Warren Picks Up Fourth Consecutive WinWarren has continued their winning streak with a fourth consecutive victory. The team’s impressive performance on the field has solidified their position as a force to be reckoned with in their league.
Fans were thrilled to see Warren dominate their opponents once again, showcasing their talent and determination. With each win, the team is building momentum and gaining confidence as they head into the next match.
The players and coaching staff are ecstatic about their recent success and are eager to keep the winning streak alive. They are focused on maintaining their high level of play and are working hard to continue their winning ways.
As the season progresses, all eyes will be on Warren as they strive for even more victories. With their current form, the team is poised for a successful season ahead. Congratulations to Warren on their impressive fourth consecutive win!
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#Warren #Picks #Fourth #Consecutive #WinIntroduction to Machine Learning, fourth edition (Adaptive Computation and Mach,
Introduction to Machine Learning, fourth edition (Adaptive Computation and Mach,
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In this post, we will be discussing the newly released fourth edition of “Introduction to Machine Learning” by Ethem Alpaydin. This book, part of the Adaptive Computation and Machine Learning series, provides a comprehensive introduction to the field of machine learning.The fourth edition of this book has been updated to include the latest developments in the field, including new algorithms, techniques, and applications. It covers a wide range of topics, from basic concepts such as supervised and unsupervised learning to more advanced topics like deep learning and reinforcement learning.
Whether you are a student looking to learn the fundamentals of machine learning or a practitioner interested in keeping up with the latest advancements in the field, this book is a valuable resource. It is written in a clear and accessible manner, making it suitable for readers with varying levels of expertise in machine learning.
Overall, “Introduction to Machine Learning, fourth edition” is a must-read for anyone interested in mastering the principles and techniques of machine learning. Grab your copy today and start exploring the exciting world of machine learning!
#Introduction #Machine #Learning #fourth #edition #Adaptive #Computation #Mach,machine learning: an applied mathematics introductionAustralian Open Fourth Round Previews: Coco Gauff vs. Belinda Bencic, Sabalenka vs. Andreeva, Alcaraz vs. Draper
For Andreeva, the tough thing about playing the No. 1 player in the world is that it’s easy to make excuses for herself.
“Sometimes there are thoughts that are, you know, I feel like, OK, she’s No. 1, maybe it’s OK if this doesn’t work. Or maybe I play not that good here…well, I mean, she’s No. 1, it’s OK.”
It’s hard to say whether Andreeva should feel more encouraged about her chances this time around. While she has won three matches, she had to make a great escape, from 3-5 down in the third, against Moyuka Uchijima, and she dropped another set against Magdalena Frech.
As for Sabalenka, she has yet to lose a set, but her last two opponents, Clara Tauson and Jessica Bouzas Maneiro, each pushed her to a point where she got tight. They showed that if you can take the initiative away from Sabalenka, and stand toe to toe with her, you can make her nervous and disrupt her attack.
Andreeva has the ground-stroke power to do that, but she’ll want to be sharper earlier than she has been so far this week, especially on these fairly fast hard courts. If she can land some punches early, the Sabalenka onslaught could be neutralized. Winner: Sabalenka
The Australian Open fourth round is heating up with some exciting matchups on the horizon. Here are previews of three must-watch matches:1. Coco Gauff vs. Belinda Bencic:
Young phenom Coco Gauff will face off against the seasoned veteran Belinda Bencic in what promises to be a thrilling clash of generations. Gauff has been in fine form this tournament, showcasing her trademark speed and power on the court. Bencic, on the other hand, is a crafty player with a wealth of experience on the big stage. Expect a close contest with plenty of fireworks from both players.2. Sabalenka vs. Andreeva:
Aryna Sabalenka, the hard-hitting Belarusian, will take on the up-and-coming Russian Anna Andreeva in a battle of power versus finesse. Sabalenka has been on a tear recently, dominating her opponents with her aggressive style of play. Andreeva, meanwhile, has been turning heads with her precise shot-making and tactical acumen. This match has all the makings of a classic showdown between two contrasting styles of play.3. Alcaraz vs. Draper:
In a clash of the young guns, rising stars Carlos Alcaraz and Jack Draper will go head-to-head for a spot in the quarterfinals. Alcaraz, the Spanish sensation, has been making waves on the ATP tour with his fearless play and raw talent. Draper, the British prodigy, has been garnering attention for his smooth left-handed strokes and composure under pressure. This match is sure to be a showcase of the next generation of tennis talent.Stay tuned for these exciting matchups and more as the Australian Open fourth round unfolds. Who will come out on top and book their spot in the quarterfinals? Only time will tell.
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#Australian #Open #Fourth #Previews #Coco #Gauff #Belinda #Bencic #Sabalenka #Andreeva #Alcaraz #Draper60 sick in fourth Holland America norovirus outbreak since early Dec.
A norovirus outbreak on a Holland America Line ship sickened 60 people.
Among 1,369 guests on its Volendam ship, 53 reported being ill during its current voyage along with seven crew members, according to the Centers for Disease Control and Prevention. Their main symptoms were diarrhea and vomiting.
The ship departed on a cruise from Miami on Jan. 4 with scheduled stops in the Dominican Republic, Puerto Rico, Barbados and more, according to CruiseMapper.
A spokesperson for the cruise line said the cases “were mostly mild and quickly resolved.”
“We initiated enhanced sanitation protocols in conjunction with the U.S. Centers for Disease Control and Prevention (CDC) to minimize further transmission, including continuous disinfection of the ship,” the spokesperson told USA TODAY in an emailed statement. The cruise line also isolated sick passengers and crew, among other steps, the CDC said.
The cases mark the fourth norovirus outbreak on Holland America ships since early December, following others on its Eurodam, Rotterdam and Zuiderdam vessels. Other companies, including Cunard Line and Princess Cruises also saw outbreaks in recent weeks.
The CDC has logged three outbreaks of gastrointestinal illness on cruises that met its threshold for public notification so far this year. Those follow a total of 18 in 2024, most of which were caused by norovirus. Outbreaks tend to be more common in winter months when the weather is cooler, the health agency said.
Dr. Dean Winslow, a professor of medicine and pediatrics at Stanford Medicine, told USA TODAY earlier this month that outbreaks tend to take place in congregate settings, particularly where people are eating and drinking. Those include cruise ships, along with universities, nursing homes and “even hospitals,” he said.
Nathan Diller is a consumer travel reporter for USA TODAY based in Nashville. You can reach him at ndiller@usatoday.com.
In the latest outbreak of norovirus on a Holland America cruise ship, 60 passengers have fallen ill since early December. This is the fourth reported outbreak of the highly contagious stomach bug on a Holland America vessel in recent weeks, raising concerns about the cruise line’s handling of the situation.Norovirus outbreaks are not uncommon on cruise ships, but the frequency of incidents on Holland America ships has raised alarm among passengers and health officials alike. The cruise line has come under scrutiny for its response to the outbreaks, with some critics accusing them of not taking adequate measures to prevent the spread of the virus.
Passengers on affected cruises have reported experiencing symptoms such as vomiting, diarrhea, and stomach cramps, leading to a less-than-pleasant vacation experience. Holland America has stated that they are taking steps to sanitize the ship and prevent further spread of the virus, but some passengers remain skeptical of the cruise line’s efforts.
With the busy holiday season approaching, it is more important than ever for cruise lines to take proactive measures to protect their passengers from illness. Hopefully, Holland America will take this latest outbreak as a learning opportunity and make necessary improvements to prevent future incidents.
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#sick #fourth #Holland #America #norovirus #outbreak #early #DecFourth “Captain America” Tickets On Sale
Tickets are now on sale for Marvel Studios’ “Captain America: Brave New World” and to celebrate the occasion, the studio has premiered a new 90-second trailer for the film ahead of its opening on February 14th. Two new posters have also been released – one with Red Hulk, the other with the “Eternals”-created island of Tiamut.
The feature marks the fourth (and shortest) film in the “Captain America” series, and the first to see Anthony Mackie’s Sam Wilson taking over the mantle from Chris Evans’ Steve Rogers.
It also serves as a continuation of the television miniseries “The Falcon and the Winter Soldier”. In the film and after meeting with newly elected U.S. President Thaddeus Ross (Harrison Ford), Sam finds himself in the middle of an international incident.
He must discover the reason behind a nefarious global plot before the true mastermind has the entire world seeing red. Co-starring are Danny Ramirez as Joaquin Torres/Falcon, Carl Lumbly as Isaiah Bradley, Giancarlo Esposito as Seth Voelker/Sidewinder, Liv Tyler as Betty Ross, and Tim Blake Nelson as Samuel Sterns/Leader.
Directed by Julius Onah, who co-wrote the script with Malcolm Spellman and Dalan Musson, the film is currently tracking for a debut weekend said to be around $100 million.
“Captain America: Brave New World” is scheduled to open in cinemas Valentine’s Day 2025.
Get ready Marvel fans, because tickets for the highly anticipated fourth installment in the “Captain America” series are officially on sale now!The new film, titled “Captain America: The Final Battle,” promises to be an action-packed thrill ride that will keep you on the edge of your seat from start to finish. With Chris Evans returning as the iconic superhero, along with an all-star cast including Scarlett Johansson, Anthony Mackie, and Sebastian Stan, this is one movie you won’t want to miss.
So don’t wait, secure your tickets now and be among the first to witness the epic conclusion to Captain America’s journey. Head to your local theater’s website or box office to purchase your tickets today and get ready to experience the ultimate showdown between good and evil in “Captain America: The Final Battle.”
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