Versatile, interpretable, and effective for a variety of use cases, decision trees have been among the most well-established machine learning techniques for decades, widely used for classification and regression tasks.
Tata Tech Q1 Results: Net Profit Falls 9.8% Sequentially, Revenue Slips | Technology News
Mumbai: Tata Technologies on Monday reported 9.8 per cent quarter-on-quarter (QoQ) decline in consolidated net profit at Rs 170.28 crore for the first quarter (Q1) of FY26, compared to Rs 188.87 crore in the previous quarter (Q4 FY25). The company’s revenue from operations also slipped, falling 3.2 per cent QoQ and 1.9 per cent year-on-year (YoY) to Rs 1,244 crore in Q1 FY26, according to its stock exchange filing. The decline was largely driven by a weak performance in both of its core segments — services and technology solutions. Revenue from the services segment dropped 5.9 per cent sequentially and 2.2 per cent YoY to Rs 963 crore, while the technology solutions segment also declined 3.2 per cent QoQ and 1.9 per cent YoY to Rs 280 crore. On the operating front, EBITDA (earnings before interest, taxes, depreciation, and amortisation) stood at Rs 201 crore — reflecting a 14.3 per cent drop from the previous quarter and a 13.4 per cent decline from the same period previous year. The EBITDA margin also narrowed to 16.1 per cent, down from 18.2 per cent in the previous quarter. Despite the weak quarter, CEO and MD Warren Harris remained positive about the outlook. He said that client confidence improved as the quarter progressed, leading to six strategic deal wins. He expressed optimism about a sequential recovery in the second quarter and a stronger performance in the second half of FY26. “Our deal pipeline today is more robust than a year ago, and the early momentum we are seeing gives us greater visibility and conviction for the rest of the year,” Harris added. However, the company announced its earnings after market hours on Monday, shares closed at Rs 713.9, up by Rs 5.1 or 0.72 per cent on the National Stock Exchange (NSE).
Apple Adds Devices To Vintage List, Including iPhone 8 And 2013 Mac Pro; Check What’s On Obsolete Products List | Technology News
Apple Vintage Products List: Apple has added seven older devices to its vintage product list, just ahead of the much-anticipated launch of the iPhone 17 series in India later this year. Among them are the iPhone 8 (128GB variant), a handful of iPads and Macs from 2018 and 2019, and the 2013 Mac Pro, famously nicknamed the “Trash Can” for its sleek, cylindrical design. When it launched, the 2013 Mac Pro represented a bold shift in Apple’s design philosophy. Compact, forward-thinking, and notably powerful for its size, the device was widely recognized for its innovative cooling system and efficient, space-saving design. But as time went on, its limitations became hard to ignore. The same design that looked so revolutionary made upgrades nearly impossible, frustrating power users who expected more flexibility. By 2019, Apple course-corrected with a return to a more traditional, modular tower, mocked by some as a “cheese grater,” but praised for practicality. Now, with the 2013 Mac Pro officially joining the vintage ranks, Apple closes the lid on one of its most daring, if divisive, hardware experiments. Being labeled “vintage” means Apple will continue to offer hardware support for up to two more years and assuming parts are still available. After that, devices cross into the “obsolete” category, ending all official repair support. Apple Devices Added To The Vintage List The company has added several older devices to its vintage list, marking the end of official hardware service and support for these products in most regions. The newly added devices include the 2019 13-inch MacBook Air and the 2019 iMac. Also on the list are two iPads from 2018. The 11-inch iPad Pro and the third-generation 12.9-inch iPad Pro. Adding further, the 128GB variant of the iPhone 8 has joined the list. Apple Devices Added To The Obsolete List Alongside several Macs and iPads, Apple has also added a few of its networking products to the vintage list. These include the AirPort Express (2nd generation), the 2TB and 3TB versions of the AirPort Time Capsule, and the AirPort Extreme with 802.11ac support. With this update, Apple marks the end of official support for some of its once-popular Wi-Fi and backup solutions.
Vivo X200 FE And X Fold 5 To Launch In India Today – Expected Price, Features & Specifications | Technology News
Vivo X200 FE And X Fold 5: Vivo X200 FE and Vivo X Fold 5 are scheduled to launch today in India. The launch event will be livestreamed at 12 PM IST on Vivo India’s official YouTube channel and the company’s website (vivo.com/in). Official details regarding pricing, features, and availability will be revealed during the event. Vivo X Fold 5 Expected Specifications It is expected to come with a 6.53-inch cover screen and a large 8.03-inch main inner AMOLED display. Both displays might support a 120Hz refresh rate and peak brightness of 4,500 nits. It is likely to become one of the slimmest and lightest foldable phones in its class, with 9.2 mm of thickness and around 217 grams of weight. Vivo X Fold 5 is expected to be powered by the Snapdragon 8 Gen 3 processor, paired with up to 16GB of RAM and 512GB of internal storage. Battery capacity is likely to be 6,000mAh, with support for 80W wired and 40W wireless fast charging. On the camera front, it could come equipped with a triple 50MP Zeiss-tuned rear camera setup offering up to 100x digital zoom. For selfies, dual 20MP front cameras are anticipated. Vivo may also integrate new AI features such as Gemini Assistant, AI Erase, and a Shortcut button for enhanced usability. Vivo X200 FE Expected Specifications It is rumored to feature a 6.31-inch AMOLED screen, supporting 120Hz refresh rate and 4,500 nits of brightness. It might get a MediaTek Dimensity 9300+ chipset, along with up to 12GB RAM and 512GB storage. Camera setup is expected to include a 50MP primary sensor, a 50MP telephoto lens with 100x digital zoom, and an 8MP ultrawide lens. Other highlights may include IP68/IP69 dust and water resistance, a 6,500mAh battery, and 90W fast charging support. Pricing for the Vivo X Fold 5 is expected to be around Rs 1,49,999, while the X200 FE may start at Rs 54,999.
Word Embeddings for Tabular Data Feature Engineering
It would be difficult to argue that word embeddings — dense vector representations of words — have not dramatically revolutionized the field of natural language processing (NLP) by quantitatively capturing semantic relationships between words.
Mobiles Under ₹15,000 You’ve Been Waiting For : Top Deals of the Week | Top Deals News
Whether you are getting your first phone, or switching to a new one – these budget friendly phones are crafted with good cameras, strong battery life and smooth displays. From Redmi to Lava to iQOO each one comes in with special features catering to all, easy to use and adapt for kids and old age people that comes with genuine warranty and return policy. These phones may feel light on your pocket but premium on your hand. So if you have been waiting to upgrade or gift a great phone without breaking the bank, this is the perfect time. Shop now with Amazon. Image Source – Amazon.com Order Now iQOO Z10 Lite 5G phone has 4GB RAM and 128GB storage. It is also budget-friendly and one of the highly recommended options for audiences. Key Features : Comes in 2 colours : Titanium Blue and Cyber Green This phone comes with a 6000 mAh battery. 1 year warranty is also given. 50MP Sony AI Camera – Stunning photos with advanced AI features. A 10 days service centre replacement facility is given as well. No Telephoto Camera: The camera does not offer advanced zooming capabilities. Image Source – Amazon.com Order Now Realme NARZO 80x 5G is offering 128GB storage to users and has 6GB RAM. It has SonicWave Water Ejection & Rain Touch and is a 120Hz Eye Comfort Display. Key Features: Available in 2 colours – Sunlight Gold and Deep Ocean. Android 15 operating system is present. Dimensity is 6400 5G for multi-task and fast performance. 50 MP AI Camera for stunning photos with a comfort display. Ultra quick charging with a 6000mAh Battery & 45W Fast charge. It does not provide an ultra-wide camera while it features a dual-camera setup. Image Source – Amazon.com Order Now Redmi A4 5G is a Global Debut Snapdragon 4s Gen 2 that comes with 5G. Built with Android 14, it is designed in a manner it has a side fingerprint sensor. The phone also comes with TUV triple certified eye care care protection. Key Features : A 50 MP dual camera and 5MP Front Camera is present. There is an Expandable Storage upto 1TB with MicroSD card slot. 64GB Storage that comes with 8GB RAM including 4GB Virtual RAM. 5160mAh(typ) battery with 18W fast charging support. Designed with a Large 17.47 cm 120Hz Refresh Rate display. The phone does not provide a dedicated cinematic mode feature. Image Source – Amazon.com Order Now Lava Storm Play 5G is World’s first phone that comes with MTK D7060 Processor. It is also IP64 Dust and Water Resistant and is highly cost-effective. Key Features : The phone comes with a 50MP AI camera powered by Sony that captures everything in detail. RAM is expandable up to 12GB (6GB physical + 6GB virtual) 5000 mAh battery is installed and additionally fast 18W charging is also there. Clean Android 15 OS with Zero Bloatware is present. 120Hz refresh rate for ultra-fluid scrolling and gaming. The phone does not feature an Amoled display, which some users prefer for vibrant colors and deep blacks. Finding a mobile that fits your budget and all the other requirements is not a challenge anymore. With these top rated phones from Amazon under a budget of 15000 you can easily get solid performance and modern features at a great value. And the good news? You no longer need to spend upwards of ₹30000 to get a phone that can handle it all. Smart choices do not have to be expensive but something that fulfills all your needs and requirements. So if you have been waiting to upgrade or gift a great phone this is the perfect time. Explore these top picks from Amazon and grab before the deals are gone. Disclaimer: At IDPL, we help you stay up-to-date with the latest trends and products. It should not be construed as an endorsement to buy. IDPL may make a very small commission from its sale if one chooses to buy the product from any of the links in this article.
Best Value for Money Smartphones to Buy in 2025 | Top Deals News
Choosing a value for money smartphone means enjoying excellent features and smooth performance without stretching your budget. These smartphones are designed to offer best in class processors, good displays, best in class cameras, and good battery life for your budget. Whether you need a reliable device for work, social media, photography, or gaming, these phones deliver more than what you pay for. Investing in a value for money smartphone helps you stay connected and productive while feeling truly satisfied with your choice. Image Source: Amazon.com Order Now With Galaxy AI built right in, the Galaxy S24 Ultra takes productivity and creativity to the next level, pairing raw power with smart assistance. The 200 MP ProVisual camera, Snapdragon 8 Gen 3 chip, and a sleek design make this flagship truly future-ready. Key features: Galaxy AI boosts writing, editing, translation, and image enhancement with powerful on-device and cloud-based tools Snapdragon 8 Gen 3 processor ensures lightning-fast multitasking, gaming, and 4K video editing without performance dips 200 MP camera system uses ProVisual Engine for studio-quality shots, vivid detail, and expert-level low-light photos Massive 5000mAh battery with superfast charging and long-lasting endurance even on intensive usage days The size and weight may feel bulky for users preferring slimmer or compact phones Image Source: Amazon.com Order Now The Samsung Galaxy M16 5G is a dependable smartphone built for everyday performance. Its crisp FHD+ screen and powerful battery make it perfect for entertainment, browsing, and casual gaming. With support for 5G connectivity, a sleek design, and the trusted quality of Samsung, it’s a solid pick for those seeking balanced features at a good price. Key Features: Smooth and vivid viewing with a 90Hz FHD+ display that enhances everyday visuals. Powered by the MediaTek Dimensity 6100+ chipset for responsive performance and efficient multitasking. A robust 6000mAh battery ensures extended usage for streaming, calling, or social media scrolling. Runs on One UI Core based on Android 14 for a clean, user-friendly interface. Charging speed may feel slower when compared to other phones in the same price bracket. Image Source: Amazon.com Order Now The Realme Narzo 80 Lite 5G is a stylish and budget-friendly device built for everyday reliability. Its fluid 120Hz screen enhances the overall user experience, making navigation feel effortless. Backed by a capable processor and a lasting battery, it handles everyday tasks like streaming, chatting, and light gaming with ease which makes it ideal for new smartphone users. Key Features: Powered by the Dimensity 6100+ chip for smooth performance and reliable 5G connectivity. A large 6.72-inch display with a 120Hz refresh rate delivers a fluid visual experience. 5000mAh battery supports all-day use, even with moderate gaming and video usage. Runs on Realme UI 5.0 with Android 13, offering useful customizations and responsive usage. Camera setup is basic and struggles to capture detail in low-light settings. These value for money smartphones prove that you don’t need to spend a fortune to enjoy modern technology and everyday convenience. With powerful processors, vibrant displays, and smart designs, they meet today’s needs effectively. Whether you need a phone for work, entertainment, or daily tasks, these devices deliver solid performance and reliability. By choosing the right smartphone, you can enjoy all the essentials and even a few premium features, making it a smart choice for any lifestyle. Disclaimer: At IDPL, we help you stay up-to-date with the latest trends and products. It should not be construed as an endorsement to buy. IDPL may make a very small commission from its sale if one chooses to buy the product from any of the links in this article.
iQOO Z10R Tipped To Launch In India Soon; Check Expected Camera, Battery. Design And Price | Technology News
iQOO Z10R Price In India: The iQOO, a Chinese smartphone maker, is likely to launch its latest mid-range device, the iQOO Z10R, in the Indian market. The much-anticipated smartphone will be the next addition to the Z10 series in India. The company has already begun teasing the launch by revealing the phone’s design and display. The iQOO Z10R is expected to resemble the Vivo V50 series, featuring a similar camera setup along with Aura Light support. As per the teaser, the back panel is likely to be made of plastic with curved edges for a better grip, and the iQOO logo will be positioned at the bottom. iQOO Z10R Specifications (Expected) It is expected to feature a 6.77-inch quad-curved OLED display with a 120Hz refresh rate, offering a premium and immersive viewing experience. It is likely to be powered by the MediaTek Dimensity 7400 chipset, the same processor found in devices like the Motorola Edge 60 Fusion and Realme Narzo 80 Pro. On the design front, the phone appears to closely resemble the Vivo V50 series, featuring a similar camera module along with support for Aura Light. The iQOO Z10R is tipped to pack a massive 6,000mAh battery with 90W wired fast charging. On the software front, it is expected to run FunTouch OS 15 based on Android 15, in line with other iQOO phones launched this year. On the photography front, the device could house a 50MP primary camera with OIS, along with a 32MP or 50MP front camera, both capable of 4K video recording. The phone was recently spotted on Geekbench, scoring 1099 in single-core and 2989 in multi-core tests, hinting at solid mid-range capabilities. iQOO Z10R Price In India (Expected) The company has yet to confirm the official pricing of the iQOO Z10R smartphone, but it is expected to launch under Rs 20,000. Adding further, rumours suggest that Vivo might release a rebranded version of the device as the Vivo T4R following iQOO’s launch.
YouTube Monetization New Rules: Have Subscriber And Watch Time Thresholds Changed? Check Minimum Age For Streaming Alone | Technology News
YouTube Monetization New Rules: YouTube has some big news for budding content creators and influencers. The Google-owned platform is rolling out an update aimed at identifying mass-produced or repetitive content that doesn’t meet the authenticity standards of its YouTube Partner Program (YPP), according to its support page. The online video-sharing platform has announced new monetization rules under the YPP, which will take effect on July 15, 2025. This move comes in response to a surge in faceless, AI-generated channels that prioritize quantity over quality. Meanwhile, separate guidance on YouTube’s help pages confirms that creators must be at least 16 years old to stream alone. YouTube Monetization Rules To qualify for YouTube monetization, creators still need 1,000 subscribers and either 4,000 public watch hours in the past year or 10 million Shorts views in 90 days. But now, just meeting these numbers is not enough. YouTube says content must also be original and authentic. This update helps reviewers better spot spam or low-effort, AI-generated videos. Creators making tutorials and vlogs should avoid using existing clips or text-to-speech narration. If they rely too much on AI-generated content, they could lose monetization. Moreover, the channels that post reactions, compilations, or clips are still allowed—but simply reusing content or using AI tools won’t qualify. Creators must add their own meaningful and original input to their videos. Notably, the core eligibility thresholds on YouTube remain consistent. Hence, the new changes aim to bring back an era where creators stand out for being authentic, trustworthy, and driven by genuine passion for their craft.
YouTube To Retire ‘Trending Page Section’ A Decade After Its Debut, Will Remain Available Until THIS Date | Technology News
YouTube Trending Page Retirement: YouTube has announced that it will discontinue its long-standing Trending Page nearly 10 years after its initial launch in 2015 to highlight viral hits, breaking news and top music releases. The Google-owned platform announced the decision in a blog post, citing diminished user interest in the feature. The “Trending Now” section and the Trending Page will both be available until July 21 before being permanently deleted. YouTube Trending Page Feature The feature, which was first created to show off worldwide viral content in real-time, has seen a decline in usage in recent years. “YouTube has evolved significantly over the past 10 years, and so has the way users discover and consume content,” the company stated in its announcement. YouTube is moving its emphasis to category-specific charts under the YouTube Charts section, replacing the general Trending section. With more categories anticipated to be added soon, users can now peruse carefully curated lists like Trending Music Videos, Weekly Top Podcasts, and Trending Movie Trailers. For more individualised discovery, the company also encouraged users to peruse content through the channels of individual creators, the subscriptions feed, and the Explore Page. The Google-owned video sharing platform highlighted the increasing significance of its algorithmic suggestions, which present well-liked videos based on each user’s viewing preferences and past viewing activity. YouTube Studio’s Inspiration Tab For Creators It recommends using YouTube Studio’s Inspiration tab for creators who want to keep up with the latest trends. This tab provides insights and content recommendations based on audience preferences and performance data. In line with broader shifts in user behaviour and the platform’s developing recommendation systems, the removal signifies a strategic shift by YouTube to concentrate on more individualised and category-based content discovery. The original purpose of YouTube Trends was to showcase videos that quickly attracted viewers’ attention. The trending tab showcased the most popular music releases, viral sensations, and news highlights. (With IANS Inputs)