Informal Review

What is Machine Learning in Document Management Systems? A DMS powered by artificial intelligence and machine learning can: • Automatically classify documents by topics • Analyze relationships between documents • Enable intelligent search and retrieval   Key Capabilities: ✓ Automatic Classification ✓ Content Analysis ✓ Intelligent Processing Machine Learning Life Cycle Example Implementation Process: 1. Data Collection: Gather historical documents 2. Feature Selection: Identify target variables (e.g., "readmission") 3. Model Training: Apply ML algorithms 4. Deployment: Integrate into DMS workflow Why is the Machine Learning Life Cycle Important? Benefits: • End-to-end implementation • Structured methodology • Delivers measurable ROI • Scalable solutions My References https://resources.m-files.com/blog/5-ways-ai-in-document-management-will-make-your-business-more-efficient-3 https://hackernoon.com/7-benefits-of-ai-enabled-document-man...

  Social media is a term that came in 35 years ago. It took a while for people get to interested in social media. The term “social media” refers to ‘websites and applications used for social networking. Today in the world ten out of eight are using social media. It took a while for people to get into social media but now it's inseparable from them. “Phone phreaking” is the oldest form of social media. People began using it in the 1950s. People used to cheat the phone system by avoiding costly long-distance phone calls. Even the first blog or podcast was conducted over corporate voice mail systems where phone phreaks. Later on, phone phreaks were hacked into a mailbox. Usernet was introduced in the late 70s, it used to allow users to post articles or news in groups. Later on many successful companies like Yahoo, Google used the footsteps of Usernet in their products. Today social media is not only become a tool of sharing and liking but also is has been a great platform for marketin...

 I started my walk as usual but as soon as I got out of my gate, I started to feel a little weird. I didn’t have this type of feeling in my life. The feeling was of fear yet happiness, like a mixed juice. I have a daily route for my walk. I start my walking from my society gate towards Deepak Stores, where I meet my ‘not so serious about health’ friends who come to walk just to eat Deepak’s samosas. After greeting them I go to Rajmal Road. I like this road and walking on it. The road is never filled with honks of vehicles and gossips of humans. Four to five people you will see on the road hardly. I go there and listen to my favourite Kishore Kumar songs. Listening to these songs always makes me young and romantic. Sunita said yesterday, “These evening walks are making you my Sharukh Khan. Your romance is beating Bollywood, Dinesh”. After five rounds I had that feeling again. Just like when I got out of the gate. This feeling and why it is coming. I started to panic and when I looke...

 Most of the movies get an appreciation for their unique screenplay, acting performances, great direction but some of the movies don’t get the appreciation they deserve. This appreciation is not in the awards or critic's ratings but in the eyes of the audience. Sometimes the audience doesn’t get the main subject of the movie and criticizes the plot of the movie. The length of the movie plays a pivotal part in the audience’s perception of the movie. Nowadays with social apps like TikTok, Instagram Reels, the patience level of the audience is getting shorter. One small slow scene can drive them too fast forward the movie. I don’t fast-forward movies as it lost the touch of a movie. Three hours movie seems dragged to the audience as ninety- or hundred-minute movies seem good to them. Sometimes the audience has to understand that slowness has to be there to maintain the flow of the movie. This led to poor ratings on the sites like IMDb and Rotten Tomatoes. For example, in Taxi Driver (...

  Late Monsoon Captures Mumbai Again Today overnight rain halted the life of Mumbai. This is not the first time this happened to Mumbai. Rather than this is new normal to Mumbaikers because they see this every year. I think Mumbai is not awake from the horrors of 26th July 2005. You all might think it’s 16 years ago and now we are way beyond it. From Nokia 1100 to iPhone 12 we all are now ahead of life. Well, you might be ahead but your Drainage System is not. Mumbai has a British-era Drainage System. Yes, you read it right. It is not from the previous government or some party’s work. So now you have to blame the British for this. Mumbai’s drainage system is built-in 1860. From that period there has been a small improvement in the drainage system over the years but it is still based on the British-era, This drainage system is designed to carry 25 mm of rainfall. But Mumbai received 253.4 mm of rainfall till 8:30 am on Friday, 16th August 2021. It is 10 times more than the capacity ...

  India is a great place to travel but when I hear about all the tourism focusing on Taj Mahal, Manali, Kedarnath, etc. Then I tried to find less-visited destinations in India compare to all the famous destinations in India. I just got surprised by the results and I tried to take ten destinations for my research to write a blog. I cannot provide you images as I can't have their copyrights. So I apologize in advance. 10.Valparai, Tamil Nadu Valparai is a hill station in the Coimbatore of Tamil Nadu. It is consisting of the Anamalai Tiger Reserve which was earlier known as Indira Gandhi Tiger Reserve Sanctuary and National Park. Valparai is an evergreen forest so it has varied species of animals. Bengal tigers, elephants, boars, lion-tailed macaques, gaur, spotted deer, sambar are some of the animals. Main attractions:- Monkey Falls, Nirar dam, Maanaapalli 9. Tarkarli, Maharashtra Tarkarli is located in Malvan, Sindhudurg. Tarkarli bridge is known as the queen beach of the Kokan regi...

 On 3rd June one day before the official date of release, the much-awaited season 2 of fan favorite and critics appreciated series "The Family Man” “ arrived. They surely made us wait several months for the trailer but drooped the series one day before to make it up. The season lived up to its hyped and I enjoyed it. They controlled the story with past and present very well. The show starts after one year from last season. Starting of rebels to the new world of Srikant, its great show to watch. The story looked not stretch to extend a season and a whole new journey to Chennai was compelling. Manoj Bajpayee as Srikant Tiwari gives a rocking performance and maybe better than the first season. This season we got to see the other side of Srikant in the corporate world. A great cop tries to cope up with a corporate cubicle race with much younger people. They showed a perfect version of the man who cannot be settled in a world like that. The perfect nine to five job is not what everyo...

 Today the most awaited episode of this century landed. The most loved tv show of all time got its first reunion in years. the show has been watched a hundred billion times but every time you watch it, it becomes new again. No, it's not my personal view. Everyone I talked about this show told me this. There are people I know who have watched the episode more than a hundred times and still they watch that episode like they are watching it the first time. If you know anyone with more numbers or you have more numbers then comment below and let me know. I can write another hundred words or thousand words as an introduction for this show. The episode is like a documentary movie. The six people coming to the set and talking about their journey on this show. Looking at them growing old only shatters your hearts. If someone creates the forever young potion then that should be given to them. They are not only characters but idols for many people around the world. Many people got inspiration...

 Today’s world is all about representation and your look is one of the important factors of this. Everyone is beautiful but makeup is like icing on the cake. Good makeup not only makes you beautiful but also makes you confident. The makeup industry is based on many industries like Film, Fashion, Wedding, and Social Gatherings and makeup artists are pillars of this industry. The makeup industry has been here for thousands of years and the growth is not going to slow down in the future. According to the Bureau of Labor Statistics, the beauty industry is expected to grow 8% from 2018 to 2028. In India, the beauty industry provides livelihood to nearly 70 lakhs people.   A makeup artist is a job where there is always room for growth. A new season brings in a new trend for work. There are two main categories of makeup artists, Fashion makeup artists, and Film makeup artists. Fashion makeup artists work to create a certain look for the model, like emphasizing lip shape or cheek...

 Everyone wants to reduce weight or maintain a healthy weight. This journey is not that simple or easy as we all know. I bet everyone has tried different methods or ways from ads, articles, or advice from friends during this journey. An actress will come and keep her hand on your shoulder and she will easily say that drink green tea ad exercise and you will get the results. Okay! Tell me something that I don’t know. Some people get the result very early but for some people, this journey becomes very hard. It takes months for them to get starting results which can be demotivating. A strict diet, exercise, and a good sleep routine are stepping stones of this journey that have to be fulfilled. Lots of people do diet and exercise but when it comes to sleep, they ignore that part and this becomes the main reason for slow results. This is the most difficult part of this journey as nowadays you cannot keep your hands off from your mobile or binging movies or shows. You have to binge movie...

 India has been hit by the second wave of covid-19 and the situation is getting worse. This creates a lot of uncertainty in the world and employees are the most affected part of it as the world is going through a ‘Cutting Through Crisis’ . The company going to cut employees this month? This year will I get a promotion? or There will be a pay cut? Do we have to re-join the office? Lots of questions roaming in the minds of employees as there is no clearer vision. This is the time where a company needs to back its employees and comfort them. Lots of companies gave their employees work from home in this pandemic. According to KPMG ’s survey report, 32 percent of organizations didn’t have facilities to offer a work-from-home option, and only 25 percent in all organizations had a built IT structure for this unexpected challenge. This process put pressure on both sides as companies and employees suffered from it. 1. Building relationship with employees This pandemic has given a popular wo...

  93 rd ACADEMY AWARDS PART-TWO   Welcome back to the second part of the 93 rd Academy Awards. In this part, I am going to write about Best Actor, Best Animated Feature Film, Best Supporting Actress, Best Supporting Actor, Best Adapted Screenplay, Best Animated Short Film, Best Costume Design, Best Visual Effects, Best Cinematography, Best Makeup and Hairstyling, Best Film Editing, Best Production Design. So let's begin.   Ø Best Production Design In this category, Ma Rainey’s Black Bottom, Tenet, News of the World, Mank, The Father were nominated. The winner is Mank. For Mank, Donald Graham Burt (Production Design) & Jan Pascale (Set Decoration) won the award. Mank’s screenplay was originally written by Jack Fincher, David Fincher’s father. The movie is based on his screenplay. The film is set from 1940 to 1950 approximately. So the detail from that time we see in the film and that’s the stand out the point made them win the award.   Ø Best Film...