A naukri.com initiative
Data Science News
Analyticsindiamag
1w
347
Image Credit: Analyticsindiamag
Nokia, Honeywell Join Numana to Advance Quantum-Safe Networks
- Finnish telecom company Nokia and Honeywell Aerospace Technologies have partnered with Numana to develop quantum-safe networks.
- The collaboration will use Numana's Kirq Quantum Communication Testbed in Montreal to test and validate quantum-secure technologies.
- Nokia will contribute expertise in post-quantum networking, while Honeywell will deliver quantum-secure encryption keys for space-to-terrestrial communication.
- The partnership aims to accelerate the adoption of quantum-safe solutions and prepare organizations for the challenges of the Quantum 2.0 era.
Read Full Article
20 Likes
Analyticsindiamag
1w
62
Image Credit: Analyticsindiamag
Why are OpenAI and Meta Trying to Woo Reliance?
- OpenAI is in talks with Reliance Industries for a potential partnership to integrate ChatGPT and other AI tools into Reliance's businesses, aiming to leverage Reliance's businesses like Jio.
- OpenAI considered reducing ChatGPT's subscription price in India by up to 85% to attract more users, exploring a partnership with Jio to bundle ChatGPT into mobile plans at a lower rate.
- Reliance and Meta are both looking to partner with Reliance, with OpenAI currently leading in Indian AI adoption.
- Reliance's investments in AI, data hosting services, and full-stack AI teams align with its goal to transform India's digital economy and democratize technology.
- Reliance aims to replicate its success in the telecom industry by offering affordable data and connectivity, potentially lowering the cost of AI access through partnerships.
- AI technology is deemed crucial for Reliance's growth, with investments in AI firms like Haptik and Embibe, and initiatives like Jio Brain and Jio AI-Cloud.
- The vast user base and data generated by Jio present an opportunity for OpenAI to develop personalized AI models and educational tools tailored to regional languages and needs.
- India's regulatory landscape poses challenges, but Reliance's established relationships and infrastructure could help OpenAI navigate these hurdles.
- The collaborative efforts between tech giants like OpenAI, Meta, and Reliance are shaping the future of AI adoption and affordability in India.
- Reliance's vision for AI leadership involves democratizing technology, empowering digital growth, and using AI to enhance consumer experiences.
- Jio's substantial market share and infrastructure provide a strategic platform for AI distribution, potentially reaching even remote areas in India.
Read Full Article
3 Likes
Analyticsindiamag
1w
29
Image Credit: Analyticsindiamag
DeepSeek-V3 is the Highest Scoring Non-Reasoning Model – ‘A Milestone for Open Source’
- DeepSeek-V3, the general-purpose AI model, achieves the highest score among non-reasoning models.
- The updated model, DeepSeek V3-0324, ranks first in benchmarks on the Artificial Analysis platform.
- It surpasses competing models in the GPQA Diamond benchmark, achieving a score of 66%.
- DeepSeek plans to release the upcoming DeepSeek-R2 reasoning model based on V3-0324.
Read Full Article
1 Like
Appsilon
1w
242
Image Credit: Appsilon
FDA Compliance in Software Development: Cases Where Poor Software Quality Led to Costly FDA Rejections
- Poor software quality can lead to costly FDA rejections in drug development, causing financial losses and delays in patient treatments.
- Issues like insufficient clinical evidence, manufacturing concerns, and missing data are common reasons for FDA rejections, along with software quality problems.
- The FDA scrutinizes software tools used in data analysis and clinical trials, such as R and Python scripts, for compliance.
- Cases like Applied Therapeutics losing 80% of its valuation due to an FDA rejection highlight the impact of software-related compliance issues.
- FDA inspections occur for various reasons, including pre-approval, routine GMP, for-cause, follow-up, and post-market checks in the pharma industry.
- Software-related compliance issues found in FDA inspections include software bugs, lack of security controls, missing audit trails, and poor system validation.
- Appsilon helps companies achieve GxP compliance, offering services like audits, building compliant dashboards, and assisting with FDA and EMA submissions.
- GxP compliance is crucial in industries like pharma, and Appsilon can support companies in meeting regulatory requirements and mitigating risks.
- Navigating GxP compliance complexities requires companies to ensure high software quality and adherence to regulatory standards to avoid costly setbacks.
- For pharma teams, understanding quality and compliance, and utilizing resources like Appsilon's services, can streamline the FDA and EMA submission process.
Read Full Article
14 Likes
Analyticsindiamag
1w
327
Image Credit: Analyticsindiamag
Deloitte Launches Global AI Simulation Centre of Excellence in Bengaluru
- Deloitte expands its Global Artificial Intelligence (AI) Simulation Centre of Excellence (CoE) in Bengaluru.
- The CoE aims to support clients worldwide with real-time simulations, decision-making insights, and advanced AI-powered solutions.
- Deloitte has invested between $5 million and $10 million in the initiative to power next-generation capabilities.
- The CoE specializes in four types of AI-driven simulations to optimize decision-making, increase efficiency, and reduce risk.
Read Full Article
19 Likes
Hackernoon
1w
71
Image Credit: Hackernoon
I Got Cancer, my Doctors Gave up on my Quality of Life—I Built an AI-app to Help Myself and Others
- A bioinformatics and data science researcher diagnosed with Stage 3 rectal cancer faced challenges with Lower Anterior Resection Syndrome (LARS) post-surgery, affecting bowel control.
- Struggling with daily issues like frequent bathroom visits, unpredictability, pain, and discomfort, the individual was offered an ostomy bag for life as a solution.
- Motivated to find a better alternative, the individual decided to create an AI-powered platform, SANJEEVANI AI, to help cancer survivors regain health control.
- SANJEEVANI AI utilizes machine learning models, gut microbiome analysis, and real-time medical knowledge retrieval to provide personalized health recommendations.
- The AI platform employs advanced technologies like RAG (Retrieval-Augmented Generation) and Natural Language Processing (NLP) to offer tailored solutions based on user data.
- Focusing on gut health post-cancer recovery, SANJEEVANI AI recommends dietary interventions and tracks microbiome data to optimize digestion and symptom management.
- Challenges in developing the platform included handling sensitive health data, incorporating real-world patient experiences, and ensuring transparent explanations for AI recommendations.
- Personalized healthcare and the integration of AI, microbiome research, and patient data are emphasized for improved survivorship care.
- The journey highlighted the importance of human experience alongside AI, showcasing the power of self-built solutions and the significance of personalized medicine.
- The creator of SANJEEVANI AI aims to support cancer survivors in enhancing their post-cancer life quality, emphasizing the need for community and tailored support.
- In the pursuit of living well post-cancer, the individual welcomes connections with cancer survivors, AI researchers, and health-tech enthusiasts to collaborate on improving survivorship care.
Read Full Article
4 Likes
Analyticsindiamag
1w
67
Image Credit: Analyticsindiamag
India’s Tech Jobs See 20% Growth in 2025, AI Roles Surge 75
- India's tech sector is set to witness a 20% growth in jobs this year, with a surge of 75% in demand for roles in AI, cybersecurity, and cloud computing.
- Nearly 40% of the workforce will require upskilling to stay competitive, with the gig economy and remote work contributing to 10% of the projected growth.
- DevOps professionals and AWS-related salaries are in high demand, while early-career professionals face salary pressure in certain domains.
- Bengaluru remains the top tech hub in India, followed by Delhi-NCR and Hyderabad, but Tier-2 cities are emerging as tech hubs as well.
Read Full Article
4 Likes
Towards Data Science
1w
1.6k
Image Credit: Towards Data Science
What Do Machine Learning Engineers Do?
- A machine learning engineer is a role that varies between companies and geographies, but generally involves delivering machine learning solutions into production.
- The role of a machine learning engineer emerged due to the need to bring machine learning models into production and generate business value.
- Machine learning engineers require a broad skillset and typically have prior experience as data scientists or software engineers.
- Their work involves improving machine learning models, collaborating with cross-functional teams, conducting workshops, and mentoring junior members.
Read Full Article
10 Likes
Analyticsindiamag
1w
372
Image Credit: Analyticsindiamag
DECODE Returns: Can Machines Really Understand Us?
- The next DECODE webinar, hosted by DBS Tech India and AIM Media House, will explore the topic of machines understanding human emotions.
- The webinar will discuss the complex relationship between AI and human connection, and whether machines are truly capable of empathy.
- Industry leaders Kiran Koduri and Anish Agarwal will lead the discussion, bringing their expertise in AI and automation.
- The webinar is scheduled for April 15 and is aimed at professionals working in the field of AI, customer experience, and business strategy.
Read Full Article
22 Likes
Analyticsindiamag
1w
27
Image Credit: Analyticsindiamag
AIM DECODE Returns: Can Machines Really Understand Us?
- The next DECODE webinar, hosted by DBS Tech India in collaboration with AIM Media House, will explore the relationship between AI and human connection.
- The discussion will focus on AI-driven customer support, personalised engagement strategies, and overseeing AI-driven empathy within organizations.
- The webinar is essential for professionals working at the intersection of AI, customer experience, and business strategy.
- DBS Tech India, a technology development center of excellence and innovation, aims to transform the future of banking through experimentation and growth.
Read Full Article
Like
Analyticsindiamag
1w
322
Image Credit: Analyticsindiamag
CloudSEK and Security Experts Raise Alarm for Data Breach, Oracle Denies It
- Cybersecurity firm CloudSEK found a threat actor selling six million records allegedly extracted from Oracle Cloud.
- Oracle denies the data breach, refuting the claims made by CloudSEK.
- CloudSEK provides additional evidence to support their theory of the breach and plans to publish more details.
- The breach potentially impacts over 1,500 unique organizations, leading to increased risk and urging Oracle to take action.
Read Full Article
19 Likes
Medium
1w
248
Image Credit: Medium
AI’s Hidden Water Problem: How Artificial Intelligence Consumes Water and What It Means for Our…
- AI consumes water primarily through data centers and cooling systems, as well as semiconductor manufacturing.
- Data centers use cooling systems that consume billions of gallons of water annually, with Google's data centers using 5 billion gallons of fresh water for cooling in 2022.
- Semiconductor manufacturing, essential for AI chips, can use up to 10 million gallons of ultrapure water per day.
- To make AI more water-efficient, companies can improve cooling technologies, transition to renewable energy, promote transparency and accountability, and innovate in semiconductor manufacturing.
Read Full Article
14 Likes
Towards Data Science
1w
106
Image Credit: Towards Data Science
Least Squares: Where Convenience Meets Optimality
- The popularity of Least Squares stems from its simplicity and its alignment with key statistical principles.
- The Least Squares approach is favored for its mathematical clarity, providing closed-form solutions for optimization.
- However, its reliability diminishes when data deviates from theoretical assumptions, like outliers in the distribution.
- Least Squares is especially useful in Linear Regression, offering optimal coefficients estimation through OLS.
- The conventional mean and median in statistics are directly linked to L2 and L1 losses, respectively.
- Under the Gauss-Markov theorem, the OLS estimator is acclaimed as the Best Linear Unbiased Estimator.
- OLS minimizes variance and maintains unbiasedness, outperforming other linear estimators.
- Least Squares is also equivalent to Maximum Likelihood Estimation in normal error scenarios.
- However, the reliance on normal errors makes Least Squares less effective in the presence of outliers.
- To address this limitation, robust loss functions like Huber or Tukey are recommended for outlier resilience.
Read Full Article
6 Likes
Medium
1w
259
Image Credit: Medium
Exploring the Evolution and Classifications of Artificial Intelligence
- Artificial Intelligence (AI) is rapidly evolving, impacting various sectors with enhanced efficiency and capabilities.
- Understanding the classifications of AI is crucial to grasp its current applications and future prospects.
- AI types can be categorized based on capabilities and functionalities, displaying distinct characteristics and applications.
- From Narrow AI to Artificial General Intelligence (AGI), AI is reshaping industries like healthcare, finance, and the creative arts.
- AGI aims to replicate human intelligence across various tasks, enabling reasoning, problem-solving, and real-time decision making.
- Super AI, a hypothetical advanced form, surpasses human capabilities, raising ethical and existential questions on control and humanity's future.
- AI systems operate in various types, including Basic AI, Limited Memory AI, and Full Theory of Mind AI.
- AI advancements span domains like emotion recognition, self-awareness, and understanding human behavior, posing ethical challenges.
- AI applications include statistical techniques, natural language processing, visual data analysis, and robotics integration.
- Industries such as healthcare, finance, creative arts, and legal frameworks are undergoing significant transformations with AI integration.
Read Full Article
15 Likes
Analyticsindiamag
1w
1
Image Credit: Analyticsindiamag
Western Union Teams Up with HCLTech to Shift to AI-Led Platform Model
- Western Union has partnered with HCLTech to enhance its financial services through an AI-driven platform operating model.
- The collaboration designates HCLTech as Western Union’s largest preferred partner, focusing on digital transformation, platform innovation, and operational efficiency.
- As part of the agreement, Western Union will use HCLTech’s AI-powered solutions, FENIX 2.0 and AI Force, to transition to a platform-centric model, enhancing agility and scalability.
- The partnership also aims to accelerate Western Union’s platform and channel transformation by utilising HCLTech’s digital, cloud, and AI solutions to improve customer experiences and support data-driven decision-making.
Read Full Article
Like
For uninterrupted reading, download the app