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Data Science News
Medium
1w
141
Making AI Accessible: How DataRobot is Transforming the Machine Learning Landscape
- DataRobot is an end-to-end enterprise AI platform that automates the process of building, deploying, and maintaining machine learning models, aiming to make AI accessible to everyone.
- The platform ingests data from various sources, selects the appropriate modeling approach, initiates parallel training across algorithms, and provides a centralized leaderboard to compare model performance.
- DataRobot emphasizes model interpretability for stakeholders to understand and trust predictions, along with deployment features like real-time scoring and continuous monitoring for model performance.
- Compared to other AutoML tools, DataRobot offers a holistic solution with features like user-friendly interfaces, automated feature engineering, deep model explainability, and one-click deployment, catering to both beginners and experienced practitioners.
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Analyticsindiamag
1w
47
Image Credit: Analyticsindiamag
IndiaAI’s Equity in AI Startups is a ‘Fantastic’ but Risky Idea
- Indian government is taking equity stakes in AI startups like Soket AI Labs, Gnani AI.
- This move raises concerns in AI and investor circles about potential government influence.
- Equity in exchange for GPU support sparks a debate on business autonomy and accountability.
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Medium
1w
214
Image Credit: Medium
How I Found My Passion for AI After Trying Everything Else
- The individual discovered their passion for Artificial Intelligence (AI) during the pandemic when their engineering journey began.
- They initially struggled with skills in DSA (Data Structures and Algorithms) but found their strengths in Python and mathematics, leading them towards AI.
- They explored AI through courses, hackathons, web development, and backend development, ultimately realizing AI was their true calling.
- After committing fully to AI, the individual became the AI/ML Lead at their college, mentored others, and secured an internship as a Data Scientist, showing the importance of following one's curiosity and passion.
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Medium
1w
188
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Breaking the Boundaries of Imagination: Md Shafiul Hasan Rejvi in a Cyberpunk Scientific Vision
- Md Shafiul Hasan Rejvi blends science and cyberpunk in a futuristic experiment, symbolizing sparks of creativity and curiosity.
- The glowing chemical reaction signifies unlocking ideas waiting within us, reflecting Rejvi's mission for technological innovation.
- The visually captivating digital artwork symbolizes a futuristic blend of fashion, science, and creativity, showcasing the direction of technology.
- Rejvi's persona as a cyber-scientist represents the future of creators, tech entrepreneurs, and dreamers, merging visual storytelling with futuristic vision.
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Medium
1w
424
Image Credit: Medium
Prompt Engineering or Fine-Tuning: Which Is Best for Your AI Project?
- Prompt engineering guides a model's output by adjusting inputs, enhancing performance.
- For common topics and widespread knowledge, such as from large training datasets, prompt
- engineering may suffice. For specialized domains, recent data, or proprietary info, consider fine-tuning.
- Fine-tuning alters a model's internal weights for specific language patterns, yielding accuracy.
- Fine-tuning, though resource-intensive, can be more efficient for domain-specific applications at scale.
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VentureBeat
1w
90
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Walmart cracks enterprise AI at scale: Thousands of use cases, one framework
- Walmart excels in enterprise AI with a focus on trust as an engineering requirement.
- The company operationalizes thousands of AI use cases and enhances customer confidence.
- Walmart avoids generic platforms, preferring purpose-built tools for specific operational needs.
- AI deployment leads to operational efficiencies, real-time product development, and enhanced customer experience.
- Their successful AI framework can be a model for various industries facing multi-stakeholder challenges.
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4 Likes
Medium
1w
175
Image Credit: Medium
Exploration of the day with AI: Gluttony or learning?
- The article explores a system's functioning, creation of consciousness, and body organs operations.
- Detailed discussions on nucleus production, consciousness formation, and transformation processes are provided.
- The system's logic, genetic code, control hierarchy, and external interactions are elaborated upon.
- The article concludes with insights on data management systems, role distribution, and system evaluation.
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10 Likes
VentureBeat
1w
117
Image Credit: VentureBeat
What enterprise leaders can learn from LinkedIn’s success with AI agents
- LinkedIn's success with AI agents includes a live hiring assistant for recruiters.
- The AI agents collaborate in a multi-agent system to streamline candidate sourcing.
- Agents interact using natural language, adapt to user preferences, and aim to improve efficiency.
- LinkedIn's approach focuses on fine-tuning models, training, and optimizing agent performance.
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6 Likes
Medium
1w
325
Image Credit: Medium
The Philosopher of the Synapse: Why the Future of AI Needs Modern Polymath Abhijeet Sarkar
- Abhijeet Sarkar, CEO of Synaptic AI Lab, is a polymath reshaping AI's future.
- His focus on consciousness, ethics, and philosophy sets him apart from tech CEOs.
- By blending technology, ancient wisdom, and spirituality, Sarkar is leading AI's evolution.
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19 Likes
Ubuntu
2w
420
Image Credit: Ubuntu
Accelerating data science with Apache Spark and GPUs
- Apache Spark can be accelerated with GPUs, reducing query completion times significantly by up to 7x.
- GPU acceleration in Apache Spark provides faster big data analytics and processing workloads.
- GPU acceleration simplifies data science workflow, reduces operational expenses, and doesn't require code changes.
- Not all Spark workloads benefit equally from GPU acceleration; careful profiling is essential.
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25 Likes
Analyticsindiamag
2w
928
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HCLTech, Salesforce Deepen Ties to Fast-track Agentic AI for Enterprises
- HCLTech has launched new consulting and implementation services to help companies adopt Salesforce Agentforce quickly, focusing on industries like finance, healthcare, retail, and manufacturing.
- The services use a consulting-led approach to facilitate the use of agentic workflows, unifying task orchestration, reasoning, and action execution across systems, streamlining various business functions in regulated environments.
- HCLTech leverages protocols like the Agent-to-Agent (A2A) protocol and the Model Context Protocol (MCP) to enable clients to streamline coordination, task tracking, and visibility, aiming for faster and more reliable outcomes.
- HCLTech and Salesforce collaboration aims to fast-track AI-driven innovation in enterprise applications through initiatives like enhancing user experiences, implementing AI-powered agents, and transforming SaaS applications with advanced AI technology.
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Analyticsindiamag
2w
258
Image Credit: Analyticsindiamag
India Lost ₹22,812 Crore to Cyber Fraud in 2024: Report
- India ranked second globally in 2024 for crypto attacks, recording 95 major attacks.
- Cybercrime complaints in India surged from 15.56 lakh in 2023 to 19.18 lakh in 2024, with citizens losing ₹22,812 crore in 2024.
- 82.6% of phishing campaigns in 2024 used AI-generated content, with a rise in QR code phishing attacks in India.
- Rural India is experiencing a rapid increase in cybercrime cases, highlighting the need for cybersecurity awareness and digital safety measures.
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Analyticsindiamag
2w
307
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Ericsson Expands R&D Centre in Bengaluru with Focus on Semiconductor
- Ericsson is expanding its Research and Development (R&D) center in Bengaluru to focus on Application-Specific Integrated Circuit (ASIC) development.
- The expansion will add over 150 new positions to Ericsson's R&D team in India, with Bengaluru serving as the primary location for ASIC R&D growth.
- The investment in Ericsson Silicon and ASIC development aims to enhance the company's capabilities in semiconductor design for 5G networks.
- With significant investments in R&D globally, Ericsson continues to lead in 5G and next-generation technologies, leveraging its R&D facilities in India for telecom innovations.
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6 Likes
Educba
2w
390
Image Credit: Educba
SEO Services in India
- India's digital market demands specialized SEO services focusing on local relevance and reach.
- Localized SEO includes regional languages, location-based terms, and cultural and linguistic nuances.
- Quality SEO services in India prioritize regional relevance, mobile usability, and linguistic accessibility.
- Localized strategies outperform generic SEO in India's diverse digital landscape, driving qualified local leads.
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23 Likes
Analyticsindiamag
2w
293
Image Credit: Analyticsindiamag
Axiom Space Partners with India’s Skyroot Aerospace to Boost Space Exploration
- Axiom Space partners with India's Skyroot Aerospace to explore collaboration opportunities in space exploration and low Earth orbit access.
- The partnership aims to strengthen ties between Axiom Space and the Indian space sector following the recent Axiom Mission 4 launch.
- Skyroot Aerospace, India's private space launch provider, known for its Vikram-S rocket launch, will work with Axiom Space to enhance space access and affordability.
- The collaboration will focus on integrated launch solutions for missions to Axiom Station and beyond, supporting the growing global space economy.
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