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Data Science News
Medium
2w
212
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Why Postgraduate Education like MCA or MBA is Your Best Investment for a Future-Proof Career
- Postgraduate education like MCA or MBA is essential in the evolving job market.
- MCA and MBA programs provide specialized skills and strategic thinking for career advancement.
- MCA focuses on software development, cybersecurity, AI, and data analytics.
- MBA offers leadership skills in marketing, finance, HR, operations, and entrepreneurship.
- These postgraduate programs bridge the gap between education and employability.
- Key benefits include higher salaries, promotions, job security, and industry relevance.
- MCA and MBA degrees open doors in private and public sectors, research, startups, and global roles.
- They provide exposure to industry projects, internships, and placements.
- A postgraduate degree prepares individuals not just for the next job but for the next decade.
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Medium
2w
259
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My Journey Into Data Science: Why This Field Changed Everything I Thought I Knew About…
- Data science is a critical discipline that turns raw data into actionable insights, driving innovation across industries and becoming essential in the digital world.
- The article discusses the interdisciplinary nature of data science, emphasizing statistics, computer science, and domain knowledge.
- It outlines the data science workflow from collection to interpretation, highlighting the ambition to predict and influence future outcomes.
- Data science plays a crucial role in decision-making, competitive advantage, automation, and solving complex challenges like climate change and pandemics.
- Essential skills for data science include statistics, programming (Python and SQL), domain knowledge, and effective communication.
- Key tools in data science include programming languages, libraries, big data frameworks, cloud platforms, and visualization tools.
- The article describes a typical data science project workflow, from data collection and cleaning to model building, evaluation, and deployment.
- It explores the impact of data science across sectors like healthcare, finance, retail, manufacturing, IoT, and public good applications.
- Challenges in data science include data quality, talent scarcity, ethical considerations like bias and privacy, and technical debt accumulation.
- Trends shaping the future of data science include AutoML, edge analytics, embedded AI, data literacy emphasis, and AI combined with data governance.
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VentureBeat
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216
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Why we’re focusing VB Transform on the agentic revolution – and what’s at stake for enterprise AI leaders
- VentureBeat's Transform 2025 event in San Francisco is focused on the agentic AI revolution for enterprise leaders.
- A significant gap exists between the potential of agentic AI and its actual integration into enterprise workflows.
- The event aims to address the 'Agentic Infrastructure Gap' by focusing on building the necessary enterprise-grade chassis.
- VB Transform is offering a real-world playbook to help navigate the challenges of the agentic AI revolution.
- Emphasis is placed on orchestrating the right compute resources for agentic AI tasks at both the application and lower stack levels.
- The event features real-world practitioners from companies like Walmart, Bank of America, and American Express sharing insights on deploying agentic systems.
- Attendees will gain practical knowledge through interactive sessions designed for builders and leaders in the industry.
- The event will also honor leaders promoting inclusivity in AI at the Women in Enterprise AI Awards.
- The focus is on empowering enterprise AI leaders by providing a playbook for the agentic revolution with high stakes and immense opportunities.
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Medium
2w
268
Why Everyone is Talking About Rust (And Should You Learn It?)
- Rust is a systems programming language created by Mozilla Research in 2010 to make low-level programming safer and faster.
- Rust offers memory safety without garbage collection, concurrency by design, and expressive syntax with strong tooling.
- Rust combines the speed of C/C++, the safety of high-level languages, and modern ecosystem and tooling for developers.
- Real-world use cases include the Linux kernel, cloud services, web browsers, and command-line tools that leverage Rust.
- Learning Rust is recommended for those who prioritize performance, scalability, and future-proofing their skills.
- To get started with Rust, users can install Rust using rustup, study 'The Rust Programming Language' book, and build small CLI tools.
- Rust's focus on correctness can benefit programmers in any language, improving their skills.
- Rust is backed by a growing ecosystem and suits systems programmers, web developers, and code enthusiasts.
- Rust's emphasis on safety, speed, and concurrency makes it a worthwhile investment for long-term skill development.
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Analyticsindiamag
2w
137
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Why Apple and Meta Are Ready to Throw Billions on This IIT Madras Graduate’s AI Startup
- Tech companies like Apple and Meta are actively looking to acquire promising AI startups to stay competitive in the industry.
- Apple is eyeing Perplexity AI, founded by IIT Madras graduate Aravind Srinivas, which specializes in AI-powered search engine and chatbot platform.
- Meta considered acquiring Perplexity AI and Thinking Machine Labs before investing in Scale AI to strengthen its AI division.
- The acquisitions are crucial for acquiring technology and talent in the fiercely competitive AI landscape.
- AI talent is in high demand, leading big tech companies to offer competitive compensation packages to attract top talent.
- Both Apple and Meta have faced setbacks in their AI strategies, prompting them to make strategic acquisitions to bolster their AI capabilities.
- Notably, startups like Thinking Machines Lab and Safe Superintelligence have high valuations based on the reputation and talent of their founders.
- Perplexity AI, despite not building its own cutting-edge models, focuses on multi-model architecture and innovative products, such as its agentic browser, Comet.
- These acquisitions signify the urgency for tech giants to stay at the forefront of AI innovation by tapping into the expertise and momentum of startups.
- The strategic moves by Apple and Meta reflect the industry trend where owning the right startup can be a game-changer in the race for AI leadership.
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Medium
2w
320
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Mastering Univariate Time Series Forecasting: Build a RF-LSTM Fusion Model with Real-World Cases &…
- The fusion model of Random Forest and LSTM solves the problem of time series prediction, forecasting future trends based on historical data like temperature or stock prices.
- The fusion model integrates features from lagged time series data to capture historical effects and uses LSTM to learn long-term dependencies in data sequences.
- After predicting with Random Forest and LSTM, the fusion model averages the results to improve stability and accuracy of the predictions.
- A visualization compares the true values with predictions from Random Forest, LSTM, and the fusion model, showing the fusion model's smoother trend.
- A Mean Squared Error (MSE) Bar Chart illustrates that the fusion model has the smallest prediction errors, indicating its superiority over the other models.
- An Error Distribution Diagram helps compare the error concentration and skewness of prediction errors between the models, with a closer-to-zero distribution indicating more stability.
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Analyticsindiamag
2w
201
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Adobe Brings AI Features for Performance Marketing
- Adobe expands its content platform, GenStudio, with AI-enabled features for ad campaigns and performance marketing.
- The new 'Video ad creation' feature allows businesses to automatically reformat videos for different ad formats.
- AI-generated images for display ads and marketing emails are now available in beta, promoting brand consistency.
- Adobe GenStudio integrates Workfront for streamlined review and asset approval processes.
- The platform offers Firefly Services APIs for resizing, video, avatars, and 'Custom Models' for enhanced image quality.
- Teams can optimize creative assets for various platforms like Amazon Ads, Google Campaign Manager 360, and Meta.
- Leading businesses like Coca-Cola, Estée Lauder, and Publicis Groupe are using GenStudio solutions for marketing campaigns.
- 71% of marketers expect a five-fold increase in digital content needs by 2027, prompting Adobe to focus on tool upgrades.
- Adobe reported record revenue of $5.87 billion in the second quarter of fiscal year 2025 due to increased demand for AI-driven solutions.
- Varun Parmar, GM of Adobe GenStudio, highlights the AI platform's role in connecting creative vision with marketing goals.
- The platform facilitates fast delivery of personalised experiences across various channels like video.
- Adobe aims to meet the demand for compelling content by continuously enhancing its tools and platforms.
- Varun Parmar stresses the importance of delivering fresh and compelling content in response to increasing digital content needs.
- Adobe's focus on AI-driven software solutions is reflected in the revenue growth recorded in the second quarter of fiscal year 2025.
- The company is dedicated to improving tools and platforms to cater to the evolving demands of marketers.
- The AI features in Adobe GenStudio aim to help businesses create impactful customer experiences and accelerate marketing campaigns.
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Analyticsindiamag
2w
339
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Coforge Ties Up with Duke University to Boost GenAI Adoption Across Industries
- Coforge partners with Duke University's Fuqua School of Business to enhance generative AI adoption in various industries.
- They worked together to research powerful AI use cases across sectors and translate academic knowledge into industry applications.
- Students in the Fuqua Client Consulting Practicum were guided by faculty and Coforge experts in areas like GenAI in wealth management and customer service.
- The collaboration aimed to provide strategic analyses and recommendations for business transformation through generative AI.
- Coforge collaborates with universities globally on emerging technologies like AI, machine learning, and offers students real-world business case opportunities.
- Vic Gupta from Coforge highlighted the value of collaborations with universities in bringing creative solutions to industry challenges.
- Stephanie Fruth Knight from Fuqua mentioned that students gained experience developing solutions for financial, insurance, and healthcare sectors.
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Analyticsindiamag
2w
8.5k
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Gear Up for the upcoming Snowflake GCC Forums 2025
- India's Global Capability Centres (GCCs) have transformed into innovation powerhouses with over 1,700 GCCs in the country.
- Snowflake’s GCC Forum 2025 will showcase the evolution of GCCs and the role of data, AI, and cloud-native strategies.
- The forum will take place in Hyderabad, Bengaluru, Chennai, and Pune.
- Expect insights on generative AI breakthroughs and data-driven business transformation.
- Event highlights include keynote sessions, customer success stories, fireside chats, and a panel on data-driven business value.
- Key speakers include Prasuj Loganathan and Sujit Cheruvatath from Snowflake.
- Sessions will cover turning data into business impact, AI strategy, and enterprise data transformation.
- Limited seats available across cities, register now to be part of GCC innovation discussions.
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Analyticsindiamag
2w
180
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The Air India Tragedy That Could Have Been Prevented by AI
- The recent Air India Flight 171 crash, caused by a Boeing 787 Dreamliner technical issue, resulted in 270 casualties.
- AI could prevent aviation tragedies through predictive analytics and real-time monitoring, improving safety.
- Boeing integrates AI, robotics, and machine vision systems to enhance aviation safety and operations.
- AI aids in predictive maintenance, decision-making, and proactive risk management in the aviation sector.
- Data analysis and AI enable early detection of mechanical failures, reducing in-flight emergencies.
- Companies like Lufthansa Technik use AI to forecast mechanical issues and optimize maintenance schedules.
- AI-driven predictive maintenance systems can identify safety risks early, minimizing aircraft downtime.
- Air India utilizes AI for customer services and processes like ticket bookings and baggage tracking.
- The air-taxi industry's future growth hinges on vertiports and advanced air traffic management systems.
- Experts foresee the development of vertiports in congested areas to test advanced air mobility concepts.
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Analyticsindiamag
2w
73
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How AI is Filling India’s Rural Healthcare Gaps
- AI is playing a significant role in addressing rural healthcare gaps in India, where many areas lack access to quality healthcare and medical professionals.
- Health-tech startups like CureBay and Remidio are leveraging AI to improve healthcare services in rural and underserved areas.
- CureBay focuses on reaching rural areas with limited access to doctors through a hybrid care model integrating AI and human intervention.
- AI helps with screening, diagnosis, patient navigation, and backend system integration in CureBay's eClinics.
- Remidio addresses preventable vision loss in rural India by providing frontline health workers with handheld retinal imaging devices powered by AI.
- Their AI tools enable early detection of vision-threatening diseases and systemic conditions like cardiovascular disease, contributing to better healthcare outcomes in rural areas.
- Both startups are making a positive impact by improving screening rates, treatment adherence, and patient trust in rural healthcare services.
- The AI-powered solutions by CureBay and Remidio are scalable and have reached millions of people in rural and semi-urban populations.
- These innovations address the challenges of limited access to quality healthcare professionals and medical infrastructure in rural India.
- The use of AI in healthcare is seen as a crucial component in bridging the healthcare gap between urban and rural areas in India.
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Educba
2w
264
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Augmented Reality vs Virtual Reality
- Augmented Reality (AR) overlays digital elements onto real surroundings, while Virtual Reality (VR) creates a completely virtual environment.
- AR is accessible via smartphones, tablets, and smart glasses, whereas VR requires headsets and advanced equipment.
- Both AR and VR are used in gaming, education, healthcare, and retail industries.
- Choosing between AR and VR depends on goals, budget, and user experience needs.
- AR uses devices' cameras and sensors to blend digital content with the real world, enhancing information and entertainment experiences.
- VR immerses users in a digital universe with 3D visuals, motion tracking, hand controllers, and audio immersion.
- Popular AR devices include smartphones, smart glasses, and AR headsets, along with AR software platforms like ARKit and ARCore.
- Popular VR devices include Oculus Quest 2, PlayStation VR, HTC Vive, and Valve Index, offering immersive experiences and advanced controllers.
- AR enhances real-world views with overlays, while VR completely replaces the real world with virtual scenes.
- AR is cost-effective and mobile, suitable for retail and education, while VR provides deep immersion for gaming and virtual tours.
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Analyticsindiamag
2w
201
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Karnataka’s Proposal to Extend Work Hours Raises Concerns Across IT Sector
- Karnataka government proposed amending the Karnataka Shops and Commercial Establishments Act to allow a 12-hour workday for IT/ITeS and BPO sectors.
- The amendment aims to enable a two-shift system in IT companies instead of the current three-shift structure.
- Proposed changes would permit employers to increase shift durations to enhance operational efficiency.
- AI automation may render one-third of the workforce redundant, impacting junior-level and contract workers the most.
- Karnataka State IT/ITeS Employees Union raised concerns about extended work hours on employee health, job security, and quality of life.
- Anonymously, an IT employee expressed concerns about longer work hours taking a mental and emotional toll.
- The proposed shift system could add instability to the job market as per KITU.
- Karnataka's proposal contradicts international trends focusing on work-life balance and mental health.
- Past proposals to increase work hours have faced pushback, like the withdrawn 14-hour workday proposal in 2024.
- KITU plans awareness campaigns and protests against the proposed amendment in Bengaluru to ensure employee concerns are heard.
- The state government cites a national push to amend working hours limits as a reason for the proposal.
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Analyticsindiamag
2w
86
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Indian Army Places ₹137 Crore Emergency Order for ideaForge Hybrid Mini UAVs
- The Indian Army awarded Mumbai-based ideaForge Technology a ₹137 crore emergency procurement order for its hybrid Mini UAVs to address urgent operational requirements over the next 12 months.
- The UAVs will support counter-insurgency and counter-terrorism operations with intelligence, surveillance, and reconnaissance capabilities.
- The procurement prioritized national security, requiring critical components to be sourced from non-border-sharing nations, and ideaForge's UAVs met these requirements.
- Rigorous trials and dual technical committee reviews were conducted to verify component origin and security before selection.
- The UAVs were proven in live operations like Operation Sindoor and certified 'fit for Indian military use' by DGQA.
- ideaForge expressed pride in serving and protecting India with resilient supply chain support under demanding conditions.
- The company's UAVs are substantially indigenous in design and capability, aligning with self-reliance objectives.
- ideaForge received DGCA certification for a drone pilot training programme and partnered with Vantage Robotics and Resonia.
- The company showcased capabilities by helping relocate a leopard in Hyderabad and signing an MoU for drone usage in the power sector.
- The Indian Army's order signifies a significant step towards enhancing UAV capabilities in critical operations.
- The partnership with ideaForge highlights the growing importance of UAV technology in military and security applications.
- The emergency order underscores the Indian Army's focus on leveraging advanced technology for operational effectiveness.
- ideaForge's compliance with strict security and sourcing criteria further strengthens the defense sector's push for self-reliance.
- The success of ideaForge's UAVs in meeting military requirements showcases the potential of indigenous defense technologies.
- The collaboration with international partners and government certifications reflect ideaForge's commitment to innovation and compliance.
- The diverse applications of ideaForge's UAVs, from military to wildlife management, demonstrate the versatility and efficacy of drone technology.
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Analyticsindiamag
2w
29.3k
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Why TCS Changed Its Bench Policy
- TCS has revised its talent deployment policy with a 225-day billable minimum and 35-day maximum bench time per year.
- The shift aims to boost resource utilisation, aligning with industry demands for AI skills and innovation.
- This change reflects a broader industry trend toward innovation-driven growth over labour-arbitrage.
- Non-compliance could lead to salary freezes, appraisals delay, or performance-based exits.
- TCS is reskilling employees in AI, ML, and digital platforms to adapt to automation and AI demands.
- The policy's focus on upskilling highlights the importance of emerging tech proficiency in remaining competitive.
- TCS's new policy may reshape India's IT talent pipeline, stressing the need for AI-ready graduates.
- The 35-day bench cap and mandatory WFO could raise stress and attrition concerns, especially for employees in legacy roles.
- Critics warn that excessive focus on utilisation rates may hinder innovation and flexibility within the organisation.
- Balancing upskilling initiatives with mentorship and realistic timelines is crucial for employee development and success.
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