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Hackernoon

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A Practical Guide to Machine Learning for Business

  • Machine learning is a practical engineering discipline, not magic or complex algorithms.
  • Success in ML lies in formulating the right business questions and choosing tools wisely.
  • From problem definition to real business results, understanding specific ML subfields is crucial.
  • Stages include question alignment, ML task formulation, data quality, model comparison, and deployment.
  • Key aspects involve business goal, success metrics, risks, constraints, and transformative ML applications.

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Inc42

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Pine Labs IPO: 27 Years In The Making

  • Pine Labs embarks on a 27-year journey towards IPO milestone.
  • Company sees major growth in Indian fintech space despite evolving competition.
  • Marquee investors set to cash out, targeting $6-8 Bn valuation in upcoming IPO.

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Gritdaily

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The Founders Betting Everything on Fixing Encryption Before AI and Quantum Break It

  • Entrokey Labs, co-founded by Patrick Hearn and Eric Dresdale, aims to revolutionize cybersecurity by addressing the vulnerability of encryption keys due to lack of entropy.
  • They have developed an AI-driven platform that generates high-entropy cryptographic keys using cosmic data, offering a software-only solution to enhance security.
  • Entrokey's approach enables organizations to achieve post-quantum resilience without major infrastructure changes, integrating seamlessly with existing systems like OpenSSL and Keycloak.
  • The founders emphasize the importance of adapting encryption to combat evolving threats posed by AI and quantum computing, advocating for smarter, flexible software solutions.

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Moneyweb

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The financial ambition at Prosus

  • Prosus focuses on financial strategy, aiming for profitable growth and capital allocation discipline.
  • Transitioning from Tencent minus to Tencent plus, Prosus aims for robust balance sheet.
  • Active management of portfolio includes investments, disposals, and share buybacks.
  • Despite ambitious growth targets, Prosus emphasizes capital discipline and investing in valuation.
  • The Capital Markets Day showcases Prosus' strong financial outlook and disciplined approach.

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TechCrunch

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OpenAI reportedly ‘recalibrating’ compensation in response to Meta hires

  • OpenAI is reportedly taking action in response to senior researchers being hired by Meta.
  • Chief Research Officer Mark Chen shared in a memo a sense of urgency and the team's efforts to address the situation.
  • OpenAI leaders, including CEO Sam Altman, are actively engaging with those who have received offers, adjusting compensation, and exploring ways to retain top talent.
  • Reports indicate that eight researchers have left OpenAI for Meta, with complaints of large signing bonuses being offered by Meta, a claim Meta executives deny.

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Startupreporter

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Fighting Cancer One Patient at a Time.

  • India is facing a growing health crisis with an estimated 1.5 million new cancer cases each year, including younger patients and more aggressive forms of the disease.
  • Oncologists in India not only deal with the medical aspects of cancer but also the emotional weight, witnessing the strength and resilience of patients and their families.
  • Challenges in the fight against cancer in India include lack of access to screening, stigma attached to diagnosis, and disparities in cancer care between different cities.
  • Despite challenges, there is hope with advances in targeted therapies, increased awareness campaigns, and a shift towards viewing cancer as a disease that can be survived with timely diagnosis and appropriate treatment.

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Startupreporter

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Simplifying Science to Empower Minds: Making Anatomy Accessible

  • Understanding human anatomy is crucial for individuals to recognize symptoms, ask informed questions during medical visits, and make conscious health decisions.
  • Despite the importance of anatomy, barriers like complex terminology and misinformation make it feel inaccessible to many.
  • Simplifying science, including anatomy, is key to empowering individuals, but it comes with the responsibility of addressing and unlearning misinformation.
  • By making anatomy more approachable through tools like interactive apps and visual content, individuals can better understand their bodies and make informed health choices.

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Dev

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Edinburgh's Mentorship Culture: Learning from Experience

  • Edinburgh's mentorship culture benefits aspiring entrepreneurs through formal programs and informal relationships.
  • The accessibility of mentors in Edinburgh is remarkable due to the city's collaborative culture.
  • Diverse mentorship options cover various industries, business stages, and expertise, aiding entrepreneurial growth.
  • Formal mentorship programs and informal relationships in Edinburgh provide structured and lasting support.
  • Mentors in Edinburgh offer guidance on technical, customer development, funding, scaling, and more.

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ISN

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Indian startups raised over $350 million from June 23 to June 28, 2025; Raphe mPhibr tops the list

  • Indian startups raised over $161 million from June 23 to June 28, 2025, with diverse sectors securing funding.
  • Raphe mPhibr led the Defense tech sector with a $100 million investment, while Aspora, a Fintech startup, secured $53 million.
  • Notable funding rounds include GIVA with $62 million, Wiom, EKA Mobility, and Battery Smart collectively raising $84.4 million.
  • Emerging startups like Rabitat, Kazam, Utopia Therapeutics, and others received funding ranging from $1.4 million to $13 million.

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Medium

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What a 4-Day App Build Reminded Me About Validating Early-Stage Ideas

  • The author successfully built and tested an app in four days, emphasizing the importance of early validation of ideas.
  • Initially, the app was functional but had some inaccuracies, prompting the author to improve its recycling logic for consistency.
  • The shift towards combining image recognition with local logic enhanced the app's performance significantly.
  • The author highlights the value of rough prototypes in providing valuable insights compared to traditional documentation.

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Medium

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Day 4: First Signs of Life (4 Twitter Impressions Feel Like Victory)

  • Starting from literally zero, even 4 Twitter impressions can feel significant and celebratory.
  • The engagement rate of 50% for the few impressions received is considered high in comparison to many successful accounts.
  • Context matters greatly in perceiving progress and success, where milestones like first impressions and engagements hold value when starting from scratch.
  • The strategy for building an audience from zero involves consistent posting on platforms like Twitter, focusing on incremental progress and engagement.

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Ketto

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How To Get Financial Assistance for Liver Transplant?

  • Liver transplants in India can be financially burdensome for patients and families.
  • Crowdfunding is a practical way to seek financial aid for liver transplant procedures.
  • Article explores the costs, benefits, and process of using crowdfunding for assistance.
  • Understanding the cost breakdown, benefits, and importance of crowdfunding for liver transplants.

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Medium

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Unlocking the Power of Voice: How VocalLabs.ai Is Shaping the Future of Customer Intelligence

  • VocalLabs.ai is a voice-based analytics platform that helps businesses extract rich insights from spoken interactions, offering a competitive edge in understanding customer data.
  • The platform uses AI-powered voice analytics with NLP and emotional intelligence algorithms to interpret voice data, providing a more human understanding of customers by capturing intent, sentiment, and trends from spoken words.
  • Voice data is emphasized as a crucial element for bridging the empathy gap between data and human experience, with VocalLabs.ai offering real-time sentiment & emotion analysis, intent recognition & call categorization, and custom dashboards & integrations to drive smarter decisions based on customer interactions.
  • While VocalLabs.ai differs from transcription tools by focusing on voice depth, emotion, context, and patterns over time, it serves as a valuable tool for businesses aiming to create real connections and extract actionable insights from customer conversations.

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TechViral

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4 Different Ways to Launch Apps At Startup in Windows 11

  • Loading too many apps at startup can slow the boot time, but you can run important apps at startup efficiently.
  • Ways to launch apps at startup in Windows 11:
  • 1. Launch apps at Startup via Settings or Task Manager.
  • 2. Adding Apps to the Startup Folder or configuring apps to launch automatically at startup.

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Inc42

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New-Age Tech Stocks Surge On Broader Market Bull Run, FirstCry Biggest Gainer This Week

  • Majority of new-age tech stocks in India saw gains this week, with FirstCry leading.
  • Paytm shares rose amid reduced GST demand, while Mobikwik saw stake sale impact.
  • B2B construction player ArisInfra saw a drop after its recent listing on bourses.
  • Delhivery and Nykaa also recorded gains, showcasing strong performance in the market.

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