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Data Science News
Medium
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Understanding ChatGPT : How It Works and Its Relevance for Data Analysts and Scientists
- ChatGPT is powered by the Transformer architecture, which utilizes the attention mechanism to process and generate text.
- It learns through pre-training, where it gathers general knowledge from a vast amount of text, and fine-tuning, which focuses on specific tasks.
- Tokenization breaks text into smaller pieces called tokens, enabling ChatGPT to understand relationships between them.
- ChatGPT adjusts its responses based on temperature settings to balance accuracy and creativity.
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Medium
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The Best Laptop: Top Models Over the Years
- The laptop market has seen significant advancements, with various models redefining performance, design, and functionality.
- High-performance laptops offer powerful processors and robust capabilities, catering to diverse user needs.
- Sleek and lightweight ultraportables prioritize long battery life and portability, making them versatile for on-the-go use.
- The MacBook Air M3 is a top pick in the laptop world, offering great power, efficiency, and portability.
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Medium
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Unlock Unbeatable Savings: Discover the Best Black Friday AI Tool Deals!
- Cloudways, a reliable managed cloud hosting provider for WordPress websites, is offering exceptional discounts for Black Friday, allowing businesses to boost their online presence at a fraction of the cost.
- Black Friday sales in the U.S. are projected to reach $10.8 billion in 2024, with 31.1% of Americans planning to spend more than last year.
- Cloudways' Black Friday offer includes features to enhance website performance, catering to the average shopper who spent $313 on Black Friday in 2023.
- Investing in Cloudways' Black Friday offer is comparable to purchasing in-demand tech goods, as electronics accounted for 49% of items sold on Black Friday last year.
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Medium
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XBANKING (XB): The Next Big Opportunity in the DeFi Ecosystem
- XBANKING is a non-custodial DeFi platform with over 140 tokens across various blockchains.
- It offers effortless staking, liquidity pools, and restaking options for users.
- The XB token is the backbone of the ecosystem, providing access to services and benefits.
- XBANKING is expanding with new DeFi services and a revolutionary cryptocurrency wallet.
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Analyticsindiamag
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Is India Choking Innovation by Rushing to Regulate AI?
- While India is grappling with regulating artificial intelligence (AI), many argue that such discussions are being rushed, as AI is still in its early stages and adoption is still limited.
- Experts at the recently concluded Bengaluru Tech Summit highlighted the need for policymakers to take a use-case-driven approach rather than a sector-based or generic approach.
- For a diverse country like India, developing AI must go beyond urban-centric debates and take into account the unique challenges in rural areas, such as wider use of regional languages and less internet access.
- AI adoption in rural areas is slower due to challenges like low digital literacy, limited internet access, and lack of regionally relevant datasets, and large-scale implementation is still far from reality.
- Subi Chaturvedi, InMobi’s chief corporate affairs and public policy officer, argued that regulations should come post-innovation and adoption rather than perceived progress.
- Vivek Abraham, senior director at Salesforce, pointed out that AI's probabilistic nature means that identical prompts can produce varying outputs, and it is thus difficult to regulate.
- Sunil Abraham, Meta’s public policy director, recommended tailoring regulations to specific sectors with stricter rules for high-risk areas such as medical diagnostics and leaving low-risk uses unregulated.
- Addressing challenges, particularly in India's underserved communities, could position India as a leader in AI.
- Many experts spoke about the importance of creating AI solutions that reflect India’s linguistic and cultural diversity and take into account the realities of rural and semi-urban India.
- Charmaine Ng, director for Asia Pacific at Schneider Electric, emphasised the need for international standards for AI that work across borders.
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Analyticsindiamag
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AI Scientists Are Here
- AI has become an active collaborator in scientific research, with the potential to accelerate progress.
- Stanford researchers have introduced the concept of a 'Virtual Lab', where AI agents collaborate with human researchers.
- The Virtual Lab employs large language model (LLM) agents to discuss, propose solutions, and evaluate outcomes.
- The use of AI in scientific research requires human verification due to potential errors and hallucinations.
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Medium
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Unlock Link Whisper’s Black Friday Magic: Save $50 on SEO Success!
- Unlock $50 off Link Whisper and elevate your SEO game this Black Friday.
- Link Whisper is a revolutionary internal linking tool that streamlines the process of building internal links within WordPress.
- The plugin suggests relevant links based on artificial intelligence, making it easier to incorporate them seamlessly into your writing.
- Link Whisper offers valuable insights, reporting functionality, and features like auto-linking and broken link management to enhance your site's structure and SEO effectiveness.
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Medium
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Unlock Hidden Keyword Gems: Why LowFruits is Your Must-Have Black Friday Tool!
- LowFruits is a tool designed to reveal low competition keywords and analyze SERPs efficiently.
- It simplifies the keyword research process for digital marketers, bloggers, and SEO specialists.
- LowFruits offers a flexible pricing structure and a free trial to cater to different needs.
- Users praise LowFruits for its simplicity, effectiveness, and ability to uncover valuable keyword opportunities.
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Medium
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Unlock Your WordPress Potential: 75% Off Premium Hosting This Black Friday!
- Nexcess is offering up to 75% off on managed WordPress hosting plans this Black Friday.
- Various plans are available with features like free SSL, free email, and 24/7 support.
- Prices start from $5.25/month for the Spark plan and go up to $351.17/month for the Executive plan.
- Nexcess is known for responsive customer support, scalability, and performance.
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Medium
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Unlock 30% Off on Powerful AI Tools This Black Friday — Build Your Site Today!
- Unlock the full potential of your website with 10Web’s powerful AI tools and features.
- 30% off on your first payment during the Black Friday offer.
- 10Web offers an AI Website Builder and reliable WordPress hosting services.
- Take advantage of the current promotion and start building your website today!
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Medium
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Unlock Beehiiv’s Exclusive Black Friday Offer: Transform Your Newsletter Game!
- Unlock Beehiiv’s Exclusive Black Friday Offer: Transform Your Newsletter Game!
- Experience a powerful platform for your email marketing needs with a no-risk trial that’s too good to miss.
- Beehiiv is a powerful newsletter platform tailored for creators to easily create, publish, grow, and monetize newsletters without coding or complex integrations.
- Beehiiv offers an unrivaled writing experience, intuitive editing tools, and the ability to boost subscriber count and monetize content seamlessly.
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Medium
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Unlock 70% Off Your Dream Website with WebWave’s Black Friday Bonanza!
- Unlock 70% off your dream website with WebWave's Black Friday Bonanza!
- Join now for a special offer
- WebWave allows you to generate a fully functional site in just 3 minutes
- WebWave offers unlimited creative control and a built-in SEO analyzer
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Medium
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Unlock Your Website’s Potential: Black Friday Deals on AI Builder Tools!
- Unlock your website's potential with Pineapple AI's Black Friday offer
- Pineapple Builder offers an intuitive platform to create stunning websites effortlessly
- Effortless collaboration with custom-trained AI for web development
- Pineapple Builder provides SEO assistance, analytics, and app integration for business growth
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Medium
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Accounting: A Matter of Numbers
- Comprehension is a matter of operations and questioning (logic), tied to their value (representation).
- Understanding is the result of an assembly of x knowledge, How ? by addition.
- Infinitely many ways to represent the same value, as long as you have a result in mind and a logical sequence of operations.
- An accountant receives a value x, and must manage this value through (+) and (-) to define a difference.
- An accountant is therefore a translator of numbers into words → he allows a detailed analysis of the numbers for a better understanding.
- Accounting is a bit like a translator who takes numbers (resources) and turns them into a language that can be understood to make decisions (actions).
- The accountant is a bit like a sports coach for a company.
- They look at the numbers (the performance), analyze the results (the strengths and weaknesses) and give advice to improve performance (the actions to take).
- An accountant is a company employee, without a company the accountant is just a mathematician.
- Calculate → operation → { +, -, %, **}. A number, when it varies, either increases or decreases.
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Eweek
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Generative AI vs AI: Key Differences Explained
- Generative AI mimics content via AI algorithms, focusing on creating new content, including text, images, video, and music while AI goes broader and deeper by following rule-based systems to improve efficiency, accuracy, and decision-making. Traditional AI utilizes supervised learning techniques, while Generative AI relies on unsupervised or self-supervised learning and requires large datasets for training. Generative AI is more adaptable and can create personalized content, whereas traditional AI is scalable, more resource-efficient, and more transparent and interpretable. Ethical concerns related to AI include bias and fairness, security and privacy, transparency and explainability, job displacement and economic impact, and environmental impact.
- Generative AI use cases are product design and personalization, creative content generation, software development, customer support and engagement, and fraud detection and risk management. Future advancements in Generative AI include building more powerful models, producing hybrid systems, creating multimodal AI models and driving new levels of personalization across retail, marketing, and e-commerce sectors. Traditional AI focuses on rule-based programming to execute tasks with precision and is scalable and efficient in well-defined environments. Its use cases include business automation and optimization, research and development, predictive maintenance, cybersecurity and fraud detection, and financial forecasting and planning. Future innovations in Traditional AI involve enhancing adaptability and flexibility and creating self-improving AI systems that autonomously optimize performance.
- Generative AI and Traditional AI face ethical challenges and concerns, including biases in systems, job displacement, security and privacy risks, transparency and explainability, and environmental impact. Organizations need to implement best practices, such as regulation compliance, sustainable AI development, robust data protection, enhanced user trust, and ethical implementations.
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