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The global learning analytics solution market is poised to grow significantly, with a projected market size of USD 495 million in 2025 and a staggering rise to USD 3,717 million by 2035. This expansion reflects an impressive compound annual growth rate (CAGR) of 23.2% from 2025 to 2035. The rising importance of data-driven decision-making in education, corporate training, and skill development programs is a primary driver of this growth. Educational institutions and corporations are increasingly adopting learning analytics tools to gain actionable insights into learner behavior, performance trends, content engagement, and program effectiveness.
Learning analytics solutions provide educators and training managers with real-time data and predictive intelligence, enabling timely intervention, personalized learning pathways, and improved outcomes. With a global shift toward digital and hybrid learning environments, stakeholders across the academic and corporate sectors are prioritizing the deployment of robust learning analytics platforms to track learner engagement and refine instructional strategies. The growing reliance on online assessments, adaptive learning platforms, and mobile-based learning has further increased the need for analytics tools that can support dynamic content delivery and user-specific feedback loops.
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Key Takeaways
The learning analytics solution market is expected to grow at a robust 23.2% CAGR over the next decade, increasing from USD 495 million in 2025 to USD 3,717 million by 2035. The adoption of these solutions is being propelled by the growing digitization of education and workforce development. Governments, schools, universities, and multinational corporations are investing in intelligent learning ecosystems that leverage data analytics to evaluate learner progress, predict academic or performance risk, and identify content effectiveness. As a result, the market is witnessing a surge in demand for tools that offer data visualization, dashboard-based reporting, automated alerts, and AI-powered recommendations.
Emerging Trends in the Global Market
One of the most notable trends in the learning analytics space is the integration of artificial intelligence and machine learning to drive deeper insights from learner data. These technologies help detect behavioral patterns, learning preferences, and potential challenges, allowing educators to proactively support students before performance dips. Another key trend is the rising popularity of real-time analytics and micro-assessment tools that allow continuous evaluation over periodic testing. This supports the shift from outcome-based learning to process-oriented development.
There is also a growing movement toward personalization in learning, where analytics platforms dynamically adjust the learning journey based on individual progress and comprehension levels. Cloud-based deployment models are gaining traction as they offer scalability, cost-effectiveness, and the ability to integrate data from various sources such as virtual classrooms, learning management systems, and mobile applications. Furthermore, the increasing focus on learner privacy and data governance is prompting the development of analytics platforms that adhere to strict compliance standards such as GDPR and FERPA, especially in academic environments.
Significant Developments and Market Opportunities
The learning analytics market is expanding rapidly in both mature and emerging markets due to rising awareness of the benefits of learning intelligence. Institutions in North America and Europe are leading the adoption curve by embedding analytics into their digital transformation strategies, while countries in Asia-Pacific and the Middle East are accelerating deployment to support national digital education initiatives. The growing emphasis on continuous upskilling and reskilling in response to automation and the future of work is creating fertile ground for the adoption of learning analytics in corporate environments.
Significant opportunities are emerging in sectors such as healthcare, manufacturing, and financial services, where companies are utilizing learning analytics to monitor compliance training, technical upskilling, and onboarding effectiveness. Additionally, ed-tech companies are partnering with schools and universities to co-create solutions tailored to hybrid learning models, with an emphasis on early warning systems, adaptive content, and performance forecasting. These developments are not only helping improve learner engagement and retention but are also enhancing administrative efficiency and resource allocation.
Recent Developments in the Market
Recent years have seen a surge in partnerships, mergers, and acquisitions as key players seek to expand their capabilities and customer base. Several analytics vendors have introduced AI-powered tools that integrate seamlessly with existing LMS platforms, allowing for richer data collection and multidimensional reporting. Innovations such as emotion-sensing analytics, natural language processing, and sentiment analysis are being incorporated to offer more nuanced understanding of learner interactions.
In parallel, governments and NGOs are funding research into learning analytics to develop equitable and inclusive education strategies. Institutions are also deploying analytics dashboards for parents and guardians, enhancing transparency and encouraging collaborative support for student progress. The post-pandemic acceleration of digital learning has led to increased funding for analytics-driven ed-tech startups, which are leveraging cloud technologies to scale their offerings across diverse geographies.
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Competition Outlook
The global learning analytics solution market is competitive and innovation-driven, with leading players focusing on integration, personalization, and security. Major players in the market include IBM Corporation, Microsoft Corporation, Oracle Corporation, SAP SE, D2L Corporation, Blackboard Inc., Cornerstone OnDemand, McGraw-Hill Education, Civitas Learning, and Saba Software. These companies are investing heavily in R&D to offer comprehensive analytics solutions that cover the full learning lifecycle—from enrollment and engagement to certification and long-term skill mapping.
Several emerging players and startups are disrupting the market by introducing lightweight, mobile-optimized, and AI-centric platforms tailored for K–12, higher education, and workforce training. While global players offer end-to-end enterprise solutions, regional providers are gaining traction by focusing on local curriculum needs, multi-language support, and agile implementation models. The competitive landscape is also witnessing a shift as data privacy regulations become more stringent, encouraging vendors to differentiate based on compliance readiness and transparency in data usage.
Key Segmentations
The learning analytics solution market can be segmented by component, deployment mode, application, end user, and region. By component, the market includes software platforms, services, and content analytics tools. Deployment modes comprise on-premise and cloud-based solutions, with cloud deployment seeing higher growth due to ease of scalability and remote access. Applications of learning analytics span student retention, performance management, curriculum development, personalized learning, and skills assessment. End users include academic institutions, corporate training organizations, government bodies, and ed-tech providers. Geographically, North America leads the market in terms of adoption and technological advancement, while Asia-Pacific is emerging as the fastest-growing region owing to large-scale education reform and rapid digital adoption.
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16 biggest Diddy trial bombshells — including an ex saying he beat her a month after Cassie apology – Business Insider
It’s week five of the Sean “Diddy” Combs sex-trafficking and racketeering trial.
A federal jury in Manhattan has heard R&B singer Cassie Ventura — Combs’ ex-girlfriend and the catalyst for his public downfall — tearfully testify about the humiliating “freak offs” she says she endured throughout their 11-year relationship.
A second sex-assault accuser, who testified as “Mia,” described four times she says Combs attacked her, and a third accuser. A third accuser, “Jane,” is testifying about the alleged violence underlying what prosecutors say were her three years as Combs’ sex-trafficking victim.
Along the way, there have been numerous celebrity mentions, including pop icon Britney Spears, actor Michael B. Jordan, rapper Kid Cudi, and late music legend Prince.
Combs was arrested in September on charges of racketeering conspiracy, sex trafficking, and transportation to engage in prostitution — the culmination of months of lawsuits and public accusations of sexual assault and other misconduct.
The music tycoon is arguing through his defense team that all sexual encounters were consensual, including the alleged drug-fueled freak offs at the trial’s center — and that any violence fell short of sex trafficking.
Here are some of the most striking moments from the trial so far.
In May 2024, shortly after CNN aired hotel surveillance video showing Combs dragging Ventura down a hallway and beating her, the rapper posted an apology on Instagram.
On video, Combs told his followers that his behavior that day was “inexcusable” — and that he began therapy soon after the 2016 hotel incident.
“I take full responsibility for my actions in that video. I’m disgusted. I was disgusted then when I did it. I’m disgusted now,” he said in his Instagram video.
On June 9, however, Combs’ ex testified that exactly one month after he posted that apology, he abused her, leaving her face covered in bruises.
After the abuse, she said, Combs leaned close to her and asked her: “Is this coercion?”
The woman, testifying under the pseudonym “Jane,” said he then demanded she put on makeup, pop an ecstasy pill, and have sex with a male escort.
“Take this fucking pill. You’re not going to ruin my fucking night,” Jane said Combs demanded as she screamed, “I don’t want to! I don’t want to!”
Prosecutors say Combs sex trafficked Ventura and Jane by means of false promises, violence, and coercion.
Jane’s and other trial witnesses’ testimony contradicts the story she says Combs told people close to him after the CNN video was released.
Jane testified that when the news broke, Combs “huddled” with his team and his family.
“He said that that was the only time that they had physical violence like that,” Jane said of the abuse between Combs and Ventura. “He said that she was a hitter and she would hit.
At trial, the jury has heard testimony from multiple witnesses describing more than a dozen times they said Combs physically abused Ventura between 2008 and 2018.
A former security guard described Combs personally pulling $100,000 out of a paper bag and counting it, painting an image that’s both surprising and legally significant.
The guard said Combs hoped the cash — prosecutors call it a bribe — would bury forever a 15-minute video showing him beating Ventura in the hallway of the InterContinental Hotel in Los Angeles in March, 2016.
Combs fed “stacks of $10,000 at a time” into a money-counting machine, then stuffed it back in the paper bag, according to the ex-guard, Eddy Garcia.
The ex-guard said Combs then handed him the bag as payment for a USB thumb drive containing what both men believed was the only copy of the incriminating footage.
“Eddy, my angel,” the guard said Combs called him after the transaction.
“Something like this would ruin him,” he said Combs told him.
Eight years later, a surviving copy of the video was first made public by CNN. Now, it’s the single most important piece of evidence in the trial, both sides say.
Prosecutors say the video shows Combs in the very act of sex-trafficking Ventura, meaning coercing her through physical force into engaging in sex at the hotel with a male sex worker known only as “Jewels.”
The first charge in Combs’ indictment accused him of racketeering, a charge that requires proof of at least two underlying crimes. Prosecutors may argue that the video alone is proof of three underlying crimes: sex trafficking, bribery, and obstruction of justice.
Prosecutors hope the video will also clinch the second charge in Combs’ indictment, which accuses him of sex trafficking Ventura. Both racketeering and sex trafficking carry maximum sentences of life in prison.
One of Combs’ former personal assistants testified under the pseudonym “Mia,” telling jurors he sexually attacked her four times between 2009 and 2017, when she was in her mid-20s and early 30s.
She said that two of the attacks were at the sprawling glass and concrete mansion he rented in Beverly Hills, including a rape in the staff bedroom. She described waking to feeling Combs on top of her. “Be quiet,” she said he told her.
“I knew his power and I knew his control over me,” she told the jury, her voice hushed and halting.
“And I didn’t want to lose everything that I worked so hard for — or this, like, this world that was the only thing I had anymore.”
Combs once attacked Ventura during a party thrown by music icon Prince, the former personal assistant also testified.
The ex-PA, who used the pseudonym “Mia,” told the jury she and Ventura had snuck out to Prince’s Los Angeles home after learning he would be performing for a small gathering — a “once-in-a-lifetime” experience, as Ventura described it on the stand.
Prince did not disappoint. Mia said that as he played music, they danced atop his backyard pool, which was backlit and covered in purple plexiglas.
Then Combs showed up, she said.
“I saw his bucket hat come through the entrance and then made eye contact with him,” Mia said of Combs. “Me and Cass just booked it.”
They ran through Prince’s house and into the woods out front, where “Puff caught Cass,” and started beating her, Mia said, until Prince’s security intervened.
Later that night, Ventura testified that Combs continued to beat her back at her hotel, leaving her with “bruising on my face, knots on my head.”
Capricorn Clark, another former personal assistant and one who became one of his top marketing executives, kicked off week three of the trial by telling jurors that he once kidnapped her at gunpoint.
It was December 2011, after Combs learned of rapper Kid Cudi’s brief relationship with Ventura, Clark testified on May 27.
Combs was “furious” with Clark for keeping him in the dark about Ventura’s romance with the “Pursuit of Happiness” rapper, she said.
Clark told the jury that Combs, armed with a gun, went to her house in a rage and banged on the door.
“He just said, ‘Get dressed, we’re going to go kill'” him, Clark testified that Combs told her, using the N-word to refer to Kid Cudi.
Combs then took Clark to Kid Cudi’s Los Angeles home, she told the jury, describing it as being “kidnapped.”
“The way he was acting, I just felt like anything could happen,” a tearful Clark testified.
In the first week of trial testimony, Ventura told jurors that starting in late 2008, she was coerced by Combs into a decade’s worth of near-weekly “freak offs” — dayslong sex performances, usually at luxury hotels, involving male escorts, Glade candles, and numerous bottles of baby oil.
Clark told jurors that in the years she was Combs personal assistant, from 2004 until 2006, she would set up and clean up the hotel rooms where Combs took another longterm girlfriend, model Kim Porter, the mother of four of Combs’ children.
During those years, Combs and Porter would stay for days at luxury hotels in Atlanta, Los Angeles, and New York. Clark said, as a personal assistant, she made sure Combs’ suite was stocked with ecstasy, baby oil, and pricey Diptyque candles.
Cleanup was tricky, Clark told jurors, who mentioned “handprints left in oil on the, like, ultra-suede wall” as a particular problem. “It was just a lot of baby oil. It was just everywhere.”
These were not “freak offs,” Porter’s former family attorney, Suzanne Kimberly Bracker, told Business Insider.
“He was madly in love with Kim,” said Bracker, who helped negotiate Combs’ child support settlement and who said that Porter had two children with Combs at the time.
“There is absolutely no way that he would share her with another man,” she said. “He would tell her ‘I’m not gonna pay for an apartment with my kids in one room while you’re with another guy in the other bedroom.'”
Kid Cudi took the witness stand in Combs’ trial on May 22, telling jurors that in December 2011, the music tycoon broke into his Hollywood Hills home, enraged after finding out about the rival rapper’s short-lived romance with Ventura.
Kid Cudi, given name Scott Mescudi, told the jury that he returned home after the break-in to find the Christmas gifts he’d planned to give his family unwrapped and opened. His dog, he said, had been shut in the bathroom.
“Motherfucker, you in my house?” Mescudi recalled telling Combs over the phone as he raced home to confront him.
Combs was gone by the time he arrived, Mescudi said.
Mescudi also told the jury that some two weeks later, his Porsche was firebombed while in his driveway.
The Porsche “arson” is a specific element in the racketeering charges against Combs. Prosecutors alleged in court papers that Combs ordered his underlings to torch a vehicle “by slicing open the car’s convertible top and dropping a Molotov cocktail inside the interior.”
Regina Ventura corroborated her daughter’s testimony, telling jurors she witnessed the aftermath of two of Combs’ violent, jealous rages over romantic rivals.
The first was in 2011. The mom said Cassie Ventura came home to Connecticut for the Christmas holidays with a large bruise on her back.
Cassie Ventura had told jurors the week before that the bruise was from being kicked to the ground by Combs during a fight over Mescudi.
Regina Ventura also confirmed a 2016 incident from shortly before the younger Ventura’s 30th birthday. Combs had swiped her cellphone, Cassie Ventura testified, after learning about her affair with an unnamed professional NFL player.
When she returned to her Los Angeles apartment without her phone, her mother, who was visiting, called the police and confronted Combs outside the building as her daughter remained upstairs, the elder Ventura testified.
“I was yelling and screaming and trying to hit him,” the mom told jurors. “He did give it back,” she told jurors of the missing phone.
A former Combs personal assistant described watching — and doing nothing — as his boss brutally attacked a cowering Ventura in the bedroom of the rapper’s private jet.
George Kaplan, 34, said the attack happened on a crowded flight to Las Vegas in the latter half of 2015. Kaplan said he heard the sound of screams and shattering glass coming from the jet’s bedroom.
He said he turned to see Combs standing over Ventura with a “whiskey rock glass” in his hand, as she cowered on the bed.
“After the glass crashed, Ventura screamed, ‘Isn’t anybody seeing this?'” Kaplan told the jury.
“Did you look away?” asked a federal prosecutor, Assistant US Attorney Maurene Comey. Kaplan said he did.
“And after you looked away, what did you hear?” the prosecutor asked.
“Further glass crashing and chaos.”
When the prosecutor asked what, if anything, the Combs security staff did in response, Kaplan answered, “Nothing.”
No one, he said, went back to check on Ventura after Combs left the bedroom to rejoin his employees.
“I was 23 years old,” Kaplan said in explanation of his own inaction. “All I wanted to do was have a great job in the entertainment industry.”
Ultimately, he told the jury, this and similar domestic violence incidents drove him to quit.
Combs’ former personal assistant spent two days on the witness stand, and in his most dramatic testimony, described how a 2008 run for cheeseburgers at an all-night diner nearly escalated the East Coast-West Coast rap wars.
It started at 4 a.m. in the parking lot at Mel’s Drive-In in Los Angeles, the ex-assistant, David James, testified.
Combs’ trusted security guard, Damian “D-Roc” Butler, noticed that Suge Knight, cofounder of rival recording studio Death Row Records, was sitting in an Escalade just a few parking spots away.
James, Combs’ personal assistant from 2007 to 2009, testified that he was at the wheel of Combs’ silver Lincoln Navigator when Knight and D-Roc faced off.
“What are you doing in my city?” James, according to his testimony, remembered hearing Knight asking Combs’ security guard, who had introduced himself as “D-Roc, Biggie’s boy,” a reference to the rapper Notorious B.I.G.
Within moments, James and the bodyguard saw someone pass a gun to Knight and watched as four SUVs pulled up into different corners of the parking lot, he told jurors.
James testified that he was ordered by D-Roc to speed back to Combs’ Hollywood Hills estate. There was no mention of whether they drove back with or without the cheeseburgers.
Once back home, and as Ventura protested in tears, Combs grabbed three guns for the ten-minute drive with D-Roc back to Mel’s, testified James, who said he was still the driver.
Knight was nowhere to be found upon their return, James said.
“It was the first time I realized my life was in danger,” the former PA testified, telling jurors that he sent in his resignation soon after.
Danity Kane singer Dawn Richard was the fifth prosecution witness, and her testimony on May 16 alleged that in 2009, Combs brutally beat Ventura after she took too long to cook him dinner.
“Where’s my fucking egg?” Richard recounted to the jury Combs shouting in 2009, as he stormed into the kitchen of his rented Los Angeles mansion.
“He took the skillet with the eggs in it and tried to hit her in the head, and she fell to the ground,” Richard testified.
Ventura cowered on the floor “in a fetal position” as Combs punched her and kicked her, she testified. Then he dragged her upstairs by her hair, she said, adding that she then heard the sound of screaming and breaking glass from the third floor.
The next day, Combs called Ventura and Richard into the mansion’s first-floor recording studio, she said.
“He said that what we saw was passion, and it was what lovers in a relationship do,” Richard said.
She said Combs told the two women that “he was trying to take us to the top, and that, where he comes from, people go missing if they say things like that, like, if people talk. And then he gave us flowers.”
While back on the stand on May 19, Richard re-emphasized that she felt this was a threat to her life.
The details in the testimony came as a surprise to Combs’ lead defense attorney Marc Agnifilo, who called it prejudicial and “just a drop dead lie.”
“It didn’t happen,” the lawyer complained to the judge. “And the reason we know it didn’t happen is that Ms. Ventura didn’t talk about it” during her four days on the witness stand.
On cross-examination on May 19, Richard agreed that she only recalled the alleged death threat in speaking with prosecutors earlier this month. It had gone unmentioned, she agreed, during a half-dozen prior interviews with prosecutors.
Ventura was beaten by Combs for the most minor of perceived infractions, including taking too long in the bathroom, prosecutor Emily Johnson said in her opening statement.
“He beat her when she didn’t answer the phone when he called. He beat her when she left a freak off without his permission,” Johnson said.
Ventura’s ex-best friend, Kerry Morgan, was called to the witness stand on May 19 and told jurors about two attacks on Ventura she witnessed, including one while on vacation in Jamaica in 2013.
Morgan said Ventura at one point went to the bathroom at the residence where they were staying, and Combs said, “She’s taking too long.”
“A few minutes later, I heard her screaming — like guttural. Terrifying,” Morgan said. “He was dragging her by her hair on the floor.”
Morgan told jurors that she saw Combs push Ventura to the ground, causing her to hit her head on the paving bricks.
“She didn’t move. She fell on her side,” Morgan said, adding, “I thought she was knocked out.”
Ventura, too, had testified that arguments with Combs would regularly result in physical abuse.
Ventura —who dated Combs on and off from 2007 to 2018 — described six separate times when Combs’ attacks left her with injuries, with the most severe beating occurring in Los Angeles in 2009 following a party Combs had hosted at a club called Ace of Diamonds.
Ventura said she punched Combs in the face after he called her a “slut or a bitch” for talking to a record producer. Combs retaliated in the back seat of a chauffeured luxury vehicle by punching and kicking Ventura throughout a ten-minute ride to the rapper’s rented mansion, she said.
She said she hid under the back seat to escape the attack. Combs demanded she stay hidden in a hotel for a week so her bruises could heal, she said.
The prosecution’s fourth witness took the witness stand briefly on May 16 to detail what she and other Homeland Security investigators say they found inside Combs’ suite at Manhattan’s Park Hyatt New York after his September arrest.
Combs had checked into the luxury Midtown hotel, his lawyers have said, in case federal prosecutors in Manhattan had asked him to surrender voluntarily.
Special Agent Yasin Binda told the Combs jury she photographed what her colleagues found inside the room.
Those items included a clear plastic bag of baby oil bottles found inside a duffle bag. There were three more bottles of baby oil in his bathtub, alongside two bottles of personal lubricant.
Two more bottles of lubricant were recovered from a nightstand drawer, next to a prescription pill bottle she said held two small baggies containing a pink powder.
On the living room floor was a large blue party light of the kind Ventura testified were used to illuminate freak offs.
Similar bags of pink powder have previously been seized from Combs and tested positive for ecstasy and other drugs, a prosecutor had said in court the day after Combs was arrested.
In some of her final moments on the witness stand, Ventura was asked by the defense about a legal settlement that she said she is on the verge of receiving from the InterContinental Hotel in Century City, Los Angeles.
“I think it was $10 million,” Ventura said of the settlement, hesitating when asked for the total amount agreed to.
The InterContinental is where security cameras captured Combs beating Ventura in a hallway in 2016, as she tried to flee what prosecutors say was one of Combs’ freak offs.
The jury was shown the infamous footage at the beginning of the trial.
Johnson, the prosecutor, said in her opening statements that at the time of the attack, Combs paid a security guard at the hotel $100,000 in a brown paper envelope in exchange for the footage.
Combs apologized for his actions in the video after CNN published the footage last year.
It was the second big-money settlement revealed in Ventura’s testimony.
Earlier in her testimony, Ventura told jurors that Combs paid her $20 million to settle her civil suit against him in 2023.
Pop icon Britney Spears and actor Michael B. Jordan were both name-dropped on May 15, on Ventura’s third day of testimony.
During a cross-examination, Ventura was asked to tell the jury about the 21st birthday party Combs threw for her in 2007, at a club in Las Vegas.
The party was a significant moment in the Combs-Ventura story. Ventura testified that Combs, who recently signed her to his record label, gave her an uninvited kiss in a bathroom, sparking their relationship.
“I believe there were other celebrities there in attendance?” defense attorney Anna Estevao asked Ventura, who answered yes, there were.
“Sean was there, and he brought Dallas Austin, he brought Britney Spears,” Ventura said, referring to the “Oops!… I Did It Again” singer and the record producer. “I think those were the two people that stand out to me,” Ventura added.
Asked how a 21-year-old of limited fame was able to attract such big names to her party, Ventura credited Combs, saying, “That was all him.”
Jordan’s name came up as the cross-examination focused on 2015, when Combs became suspicious that she was having an affair with the actor.
“Is Michael B. Jordan a celebrity?” Estevao asked.
“I would say so,” Ventura answered, sounding surprised.
Ventura testified on May 13 that she was initially nervous, but felt a sense of responsibility to participate in Combs’ freak offs.
“I was just in love and wanted to make him happy,” Ventura told the jury.
Ventura testified that in 2007, Combs first proposed “this sexual encounter that he called voyeurism, where he would watch me have a sexual encounter with a third man, specifically another man.”
“I didn’t want to upset him if I said it scared me or if I said anything aside from, ‘OK, let’s try it,'” she said.
Johnson said in her opening statements that Combs eventually made it Ventura’s job to find and book escorts to participate in the sex encounters.
While on the stand, Ventura described in detail what went on during freak offs. Prosecutors say Combs arranged, directed, and often electronically recorded the sex performances.
Ventura testified that Combs would urinate and ask escorts to urinate on her during the freak offs.
“It was disgusting. It was too much. It was overwhelming,” she said. “I choked.”
If you are a survivor of sexual assault, you can call the National Sexual Assault Hotline (1-800-656-4673) or visit its website to receive confidential support.
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Sensex Today | Stock Market LIVE Updates: Sensex off day's low, trades 700 pts lower; Nifty below 24,700;… – The Economic Times
Sensex Today | Stock Market | Nifty 50 Live Updates | Indian benchmark induces Sensex and Nifty tumbled on Friday, mirroring losses across Asian markets, after Israel carried out military strikes on Iran, intensifying tensions in the oil-rich Middle East.
– Vinod Nair, Head of Research, Geojit Investments Limited
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Most suicides in Minnesota occur in June, research shows – CBS News
Watch CBS News
/ CBS Minnesota
The National Alliance on Mental Illness (NAMI) Minnesota shared statistical data showing most suicides occur in June.
“It is really nerve-wracking,” said David Goehl-Manolis, a suicide prevention coordinator for NAMI Minnesota, who remembers seeing a family member in distress. “At the time, I thought I knew about mental illness, and my worry for my family member paralyzed me.”
A former school educator, he now aims to teach the public.
“Some people think that the holiday season has the most number of suicides, and the summer, there’s fewer. Statistics show it’s the opposite,” Goehl-Manolis said.
He’s referring to a 2023 University of Pennsylvania study.
“From a suicide prevention perspective, I don’t think ‘why’ is really important,” Goehl-Manolis said when asked why he thinks that is.
He also emphasized that there’s no “safe” time of year when it comes to suicide. In a release last month, the Minnesota Department of Health says the state’s suicide rate stayed about the same in 2024 when compared to 2023, according to preliminary data.
“That has not happened in almost two decades. It seems to be plateauing,” said Goehl-Manolis.
The data also shows those under 25 in Minnesota are seeing lower suicide rates.
“Talk with people. It’s OK to talk with the person who is struggling,” Goehl-Manolis said. “People can recover. There’s always a light.”
If you or someone you know is in emotional distress, get help from the Suicide and Crisis Lifeline by calling or texting 988. Trained crisis counselors are available 24 hours a day to talk about anything.
In addition, help is available from the National Alliance on Mental Illness, or NAMI. Call the NAMI Helpline at 800-950-6264 or text “HelpLine” to 62640. There are more than 600 local NAMI organizations and affiliates across the country, many of which offer free support and education programs.
Frankie McLister, originally from Middletown, Maryland, holds bachelor’s and master’s degrees from Arizona State University’s Walter Cronkite School of Journalism.
© 2025 CBS Broadcasting Inc. All Rights Reserved.
©2025 CBS Broadcasting Inc. All Rights Reserved.
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Python Language: What You Need To Know – Forbes
ByTom Taulli,
Former Contributor.
Python Programming Language on server room background. Programing workflow abstract algorithm … More
Python is one of the world’s most popular computer languages, with over 8 million developers (this is according to research from SlashData). The creator of Python is Guido van Rossum, a computer scientist and academic. Back in the late 1980s, he saw an opportunity to create a better language and also realized that the open source model would be ideal for bolstering innovation and adoption (by the way, the name for the language came from his favorite comedy, the Monty Python's Flying Circus).
“Python is a high-level programming language, easy for beginners and advanced users to get started with,” said Jory Schwach, who is the CEO of Andium.com. “It’s forgiving in its usage, allowing coders to skip learning the nuances that are necessary in other, more structured languages like Java. Python was designed to be opinionated about how software should be created, so there’s often just a single appropriate way to write a piece of code, leaving developers with fewer design decisions to deliberate over.”
A way to get started with the language is to use a platform like Anaconda, which handles the configurations and installs various third-party modules. But there are cloud-based editors, such as REPL (I also have my own course on Python, which is focused on the fundamentals).
“Python has become the most popular language of choice for learning programming in school and university,” said Ben Finkel, who is a CBT Nuggets Trainer. “This is true not just in computer science departments, but also in other areas as programming has become more prevalent. Statistics, economics, physics, even traditionally non-technical fields such as sociology have all started introducing programming and data analysis into their curriculum.”
No doubt, a major catalyst for the growth of the language has been AI (Artificial Intelligence) and ML (Machine Learning), which rely on handling huge amounts of data and the use of sophisticated algorithms.
“Because Python is easy to use and fast to iterate with, it was picked up early on by academics doing research in the ML/AI field,” said Mark Story, who is a principal developer at Sentry. “As a result, many libraries were created to build workflows in Python, including projects like TensorFlow and OpenAI.”
Although, Python has proven to be effective for a myriad of other areas, such as building websites and creating scripts for DevOps. Yet it is with AI/ML where the language has really shined.
“Analytics libraries such as NumPy, Pandas, SciPy, and several others have created an efficient way to build and test data models for use in analytics,” said Matt Ratliff, who is a Senior Data Science Mentor at NextUp Solutions. “In previous years, data scientists were confined to using proprietary platforms and C, and custom-building machine learning algorithms. But with Python libraries, data solutions can be built much faster and with more reliability. SciKit-Learn, for example, has built-in algorithms for classification, regression, clustering, and support for dimensionality reduction. Using Jupyter Notebooks, data scientists can add snippets of Python code to display calculations and visualizations, which can then be shared among colleagues and industry professionals.”
Granted, Python is certainly not perfect. No language is.
“Due to its interpreted nature, Python does not have the most efficient runtime performance,” said Story. “A Python program will consume more memory than a similar program built in a compiled language like C++ would. Python is not well suited for mobile, or desktop application development as well.”
But despite all this, there are many more pros than cons–and Python is likely going to continue to grow.
“Python is an excellent choice for most people to learn the basics of code, in the same way that everyone learns how to read and write,” said Tom Hatch, who is the CTO of SaltStack. “But the real beauty of Python is that it is also a language that can scale to large and complex software projects.”
Tom (@ttaulli) is an advisor to startups and the author of Artificial Intelligence Basics: A Non-Technical Introduction and The Robotic Process Automation Handbook: A Guide to Implementing RPA Systems. He also has developed various online courses, such as for the COBOL programming language.
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Forty-two people killed in central Nigeria in attacks blamed on herders – The Guardian
Attacks in state of Benue latest wave of violence amid conflict between Fulani herders and Indigenous farmers
Forty-two people have been killed in four communities in central Nigeria in attacks blamed on itinerant herders, in the latest wave of violence that continues to upend life in the rural region.
Reuters reports quote a local official, Victor Omnin, the chair of the Gwer West local government area in Benue state, as saying 10 people were killed in a Saturday attack on the villages of Tyolaha and Tse-Ubiam. Thirty-two others were killed the following day in a separate attack in the nearby Ahume and Aondona villages.
“It’s a pathetic situation,” Omnin told the press on Tuesday. “As we speak, we are still recovering corpses.”
According to Reuters, a Catholic priest was also shot in the area by the assailants, and the office of the Benue governor, Hyacinth Iormem Alia, who is also a priest, said he had been wounded and was in a critical but stable condition.
“They killed women and even children as young as two years old,” one resident of the area told the Daily Trust, which focuses on northern Nigeria.
Parts of central and north-western Nigeria have experienced waves of violent attacks as itinerant Fulani herders and Indigenous farmers clash when cows often left to graze openly sometimes stray on to farms.
In some villages, farmers have accused herders of being initial perpetrators and then banded into vigilante groups and militia to embark on reprisal attacks. And while many analysts blame the climate crisis and overpopulation for the conflict as pastoral land diminishes across the country, the villagers allege land-grabbing and ethnic cleansing.
According to Nextier’s Nigeria Violent Conflicts Database, at least 2,347 casualties were recorded in 359 incidents involving farmers and herders across Nigeria between 2020 and 2024. Some experts and locals say the numbers are conservative, as many of the incidents and fatalities are often undocumented.
The situation is especially prevalent in central Nigeria, known as the middle belt, where the conflict has religious undertones as the herders are usually Muslim and the farmers Christian. In April, 56 people were reportedly killed by herders during the Easter period in Benue state.
The conflict has also disrupted farming activities in Benue, an agrarian state known as the “Food Basket of the Nation” for producing significant amounts of Nigeria’s main food crops, such as yams, maize and soybeans.
Last year, the Benue state government announced that it would begin full implementation of a law enacted in 2017 banning open grazing and establishing ranches. That is yet to happen, some residents of the state claim.
“The relentless violence must end,” Asema Achado, a federal lawmaker, said in a statement last October. “Our farmers are the backbone of our economy, yet they live in constant fear.”
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Four Premium Apps To Help You Improve Fitness at Home – MedicalResearch.com
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For many fitness enthusiasts, home workouts start with enthusiasm but often lose momentum due to a lack of structure, slow progress, or limited access to effective programs. Today’s leading training systems combine sports science, real-time adaptability, and purpose-driven programming to support sustainable strength, improved mobility, and skill mastery. The following – platforms exemplify this evolution. Each offers a distinct approach—whether through calisthenics, ring-based workouts, dumbbell strength training, or holistic movement—but they share a commitment to personalized progress, informed training, and long-term functional results.
For those who want a structured and progressive calisthenics program using gymnastic rings, DIE RINGE offers a powerful solution. Their training philosophy emphasizes building muscle with function and control, rather than aesthetics alone. This app is rooted in sports science and delivers over 700 exercises, personalized plans, and adaptive progressions. Users can swap exercises, track achievements, and even report feedback using intuitive tools like the “shake to report” feature. Testimonials from users across various age groups highlight how DIE RINGE enables mastery of complex moves, like muscle-ups and front levers, through commitment and guided progress. The platform supports learners through structured pathways and ensures continuous motivation through gamified systems. For those seeking a calisthenics app grounded in function and longevity, this platform delivers a system designed to help users genuinely improve at home. Available on both Android and iOS, DIE RINGE also provides a blog, in-person training in Cologne, and an online shop.
While calisthenics focuses on bodyweight control, those looking to build muscle at home with minimal equipment often turn to dumbbells. LifeBuddy addresses this need by offering an efficient, adaptable dumbbell workout system. It’s particularly effective for individuals who prefer clear routines centered on muscle-specific plans, smart rest-day spacing, and progressive overload. What sets it apart is the app’s ability to guide users through different levels—from beginner to advanced—without requiring access to a gym. With millions of downloads and a large volume of user feedback, LifeBuddy has proven itself as a reliable, top-rated dumbbell workout app for building muscle at home. It solves the common dilemma of disorganized home workouts by providing a methodical, data-driven structure for consistent physical development. For those aiming to gain strength without the gym, LifeBuddy offers structured support with intuitive guidance.
The Movement Athlete takes a holistic approach to fitness by offering adaptive, bodyweight-based programs rooted in gymnastics and parkour principles. Its standout feature is a personalized entry point: users begin with a movement assessment that tailors training based on strength, mobility, and control. Unlike many fitness routines that focus solely on strength or endurance, this app fosters a deep connection between movement quality and physical output. The training adapts in real-time, supporting skill development in complex areas like handstands, muscle-ups, and the human flag. It also emphasizes longevity, injury prevention, and mobility—essential aspects for anyone looking to sustain physical capability over the years. With minimal equipment requirements and community engagement features, The Movement Athlete stands out as a platform for users who want to train with control, grace, and intention. A free assessment quiz ensures new users find the right entry point based on their body’s current abilities.
Building Endurance with C25K
For those just beginning their fitness journey or looking to boost cardiovascular endurance without a gym, C25K offers a time-tested program rooted in simplicity and consistency. Based on the popular Couch to 5K (C25K) framework, the site supports users in gradually progressing from walking to running 5 kilometers in just eight weeks. The app—available for both iOS and Android—features audio coaching, music integration, and progress tracking, making it easy to follow structured workouts at home or outdoors. With a free basic version and optional upgrades for advanced training, C25K turns running into an achievable and motivating goal for beginners and returning athletes alike. It’s especially effective for those who need low-barrier entry points into fitness and prefer routines that require minimal equipment. By focusing on habit formation and steady progression, the program lays a solid foundation for long-term physical activity.
Each of these platforms presents a thoughtful, structured response to the typical challenges of at-home fitness. DIE RINGE leverages gymnastic rings and science-driven progression to build strength with purpose. LifeBuddy provides a streamlined dumbbell routine for muscle development without a gym. The Movement Athlete empowers users to train with bodyweight through personalized, skill-based progression and movement control. C25K rounds out the lineup with a focus on beginner-friendly cardio training, helping users ease into consistent running with a proven plan. Whether you’re aiming for functional bodyweight strength, equipment-based gains, endurance building, or overall mobility and longevity, these apps provide the structure and intelligence often missing from casual home routines. Choosing the right one depends on your training style, but all four prioritize real progress and smart adaptation over hype or aesthetics.
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Last Updated on June 13, 2025 by Marie Benz MD FAAD