A naukri.com initiative
Data Science News
Towards Data Science
2M
13
Website Feature Engineering at Scale: PySpark, Python & Snowflake
- The article discusses the challenge of identifying top candidates for a business proposal based on website quality scores, aiming to automate the process with machine learning pipelines.
- It covers technical implementations like fetching HTML content in Python using Snowflake dataset or CSV, and assigning a quality score using PySpark for feature extraction and processing.
- Legal and ethical considerations in web scraping are highlighted, emphasizing responsible practices, retention policies, and potential permissions from site owners.
- The article provides instructions on getting started with the project, including the folder structure, Snowflake data preparation, and usage of scripts for fetching website content.
- Advantages of using a comprehensive fetching script over a basic approach are outlined, showcasing benefits like asynchronous requests, rotating User-Agents, and efficient batching.
- Storing raw HTML in databases like Snowflake is recommended for scalability, as large-scale scraping and feature engineering are more reliable when done in a suitable data warehouse.
- The process of extracting features from HTML content using PySpark via Snowpark is detailed, including creating UDFs, applying feature extraction functions, and generating quality scores.
- Country-specific configurations are utilized for defining keywords and patterns that signal good merchant sites, making the feature extraction adaptable across different regions.
- The article concludes by emphasizing the website quality score as a key input for predictive models, showcasing its significance in ranking and recommending partners effectively for better business outcomes.
- A GitHub repository link is provided for the implementation details and a disclaimer clarifies that the data and scripts used are examples and not from real business scenarios.
Read Full Article
Like
VentureBeat
2M
234
Image Credit: VentureBeat
Visa launches ‘Intelligent Commerce’ platform, letting AI agents swipe your card—safely, it says
- Visa has launched a new platform, Visa Intelligent Commerce, allowing AI agents to make purchases on behalf of users with strict security measures.
- AI assistants can recommend products and complete transactions through partnerships with leading AI companies like IBM, Microsoft, and others.
- Visa addresses a gap in AI commerce by enabling AI systems to transact, not just help with product discovery.
- Users control the AI agent transactions by setting parameters like spending limits and merchant categories while AI handles the details.
- Visa emphasizes security with tokenized digital credentials, identity verification, and real-time transaction monitoring.
- Consumers can delegate shopping tasks to AI agents while maintaining control over their preferences and limits.
- Visa aims to revolutionize online shopping by enabling AI agents to find, shop, and buy based on consumer preferences with Visa Intelligent Commerce.
- AI adoption is on the rise, and Visa's platform is seen as a critical step towards widespread AI commerce adoption.
- Visa's approach focuses on user control, privacy, and security, potentially revolutionizing how consumers shop online.
- Visa's initiative aims to simplify and scale transactions by integrating payment capabilities directly into existing AI platforms.
Read Full Article
14 Likes
Medium
2M
114
Unlocking the Future: AI Adoption in Africa Is Accelerating — But It Must Be Inclusive
- AI adoption in Africa is gaining momentum, with countries like Kenya and Nigeria hosting AI startups addressing various societal challenges.
- Governments in Africa, such as Rwanda and South Africa, are recognizing the importance of AI in their national strategies and initiatives.
- One of the key advantages of AI in Africa is its potential to provide impactful solutions tailored to local challenges using indigenous data.
- Despite progress, Africa faces challenges like limited infrastructure and data availability, requiring deeper collaboration and investment for sustainable AI development.
Read Full Article
6 Likes
Medium
2M
100
Image Credit: Medium
If you want to follow my writings on AI and emerging technologies, subscribe on www.joyceshen.com
- AI is proving to excel in various aspects of medicine, as highlighted by Bloomberg and Nature articles.
- Multiple AI-related advancements are being made, such as safeguarding training data, improving AI model safety testing, and debugging software, as reported by MIT, Financial Times, and TechCrunch.
- Companies like Amazon, SigIQ.ai, Zero Industrial, and HoneyHive are securing significant financing to further develop AI technologies in different sectors.
- Several startups, including Gallatin AI, Tracera, and Rondah AI, are utilizing AI for defense tech, ESG data automation, and receptionist solutions, raising substantial funds for their projects.
Read Full Article
Like
Medium
2M
307
Image Credit: Medium
I Was Stuck in ML Learning Hell. These 5 Free Books Pulled Me Out.
- Joining a machine learning community, the individual amassed numerous free resources but struggled to begin learning.
- Feeling overwhelmed by the vast amount of resources, the individual decided to delete all except the top 5 books for focused learning.
- The value of these 5 books depends on the individual's existing knowledge of machine learning basics.
- This story details the personal journey of the individual, emphasizing the importance of focused learning through selected resources.
Read Full Article
18 Likes
Analyticsindiamag
2M
427
Image Credit: Analyticsindiamag
AI-Powered Talent: The Future is Now!
- AI is reshaping industries, prompting employees to develop AI literacy and upskill in emerging fields like prompt engineering and data analytics to thrive in the new era.
- Organizations must transform operating models to blend technology with workforce readiness, utilizing tools like AI, machine learning, and automation to enhance operational efficiency and customer satisfaction.
- India leads the charge in AI hiring globally, with impressive growth and a high concentration of AI talent, positioning the country ahead in the AI race.
- As AI adoption accelerates, there is a widening skill gap, with a significant percentage of workers interested in AI-related skills but limited access to training.
- Accenture's initiative, Accenture LearnVantage, focuses on empowering talent for the AI economy by providing essential technology learning and training to drive business value.
- Accenture LearnVantage offers practical, hands-on training in technology, data, and AI to help organizations reskill and upskill their workforce for the future.
- The platform partners with technology providers and learning platforms to offer generative AI content, industry-specific tech training, and cloud certifications for clients.
- The future belongs to those who blend data, tech, and creativity responsibly, emphasizing the need for skilled talent to leverage AI opportunities for productivity gains and human experiences.
- Organizations must bridge the skills gap, foster a culture of continuous learning, and enable employees to lead in the AI-powered future to stay competitive.
Read Full Article
25 Likes
Analyticsindiamag
2M
19
Image Credit: Analyticsindiamag
Inside ABC Fitness’s Bold Move to Set Up its Mid-Size GCC in Hyderabad
- Mid-sized global capability centres (GCCs) in India are becoming key players in the global delivery ecosystem, with Hyderabad emerging as a promising location for mid-market GCCs.
- Over 480 mid-market GCCs are operational in India, employing over 2,10,000 professionals, with 35% being established in the last two years.
- Mid-market GCCs in Hyderabad are attracted by proactive government support, state-of-the-art infrastructure, and scalability opportunities.
- These companies are focusing on building specialized tech teams with a strong emphasis on AI/ML integration in their product strategies.
- Hyderabad's robust infrastructure has made it an attractive destination for mid-market GCCs, offering ready-to-move-in office spaces and inclusive work environments.
- ABC Fitness, a well-known brand in North America and Europe, has recently set up a GCC in Hyderabad, aiming to support product development and expand its customer base.
- ABC Fitness is leveraging platforms like Trainerize, Glofox, and Ignite for product development and is focusing on AI training for its workforce.
- The company has seen significant growth in India, with plans to expand its workforce, utilize deep AI technologies, and drive personalization in fitness.
- ABC Fitness offers comprehensive fitness and wellness solutions globally and is known for its innovation in payments and customer onboarding.
- By establishing its presence in India, ABC Fitness is not only aiming for global expansion but also focusing on next-gen digital and analytics capabilities.
Read Full Article
1 Like
Medium
2M
385
Perfect — chalo main aapke liye "How Students Can Earn Money Online While Studying" pe ek Medium ke…
- Students can earn money online while studying by leveraging opportunities in the digital world.
- Smart ways for students to earn online income include freelancing, online tutoring, content creation on platforms like YouTube and Instagram, affiliate marketing, and selling digital products.
- Starting with freelancing to showcase skills, tutoring to teach what you know, and engaging in content creation and affiliate marketing can help students generate income.
- Selling notes or digital products online can also be a lucrative passive income stream for students looking to earn while studying.
Read Full Article
23 Likes
Educba
2M
106
Image Credit: Educba
AI tools for your niche
- AI tools are transforming professionals' work by enhancing productivity, problem-solving, and creativity.
- Decision paralysis is common among social media managers, content creators, and marketers due to the constant influx of new AI tools.
- To find the right AI tools for your niche, start by identifying your specific needs and use cases.
- Ask key questions to pinpoint your priorities, such as tasks that consume the most time, repetitive tasks to automate, and industry-specific needs.
- Filter AI tools based on function rather than hype, focusing on solving specific problems and aligning with goals.
- Use trusted AI tool directories like AI Database to save time and find tools categorized by functions like lead generation and customer support.
- Check real-world use cases and reviews to verify the performance and worthiness of AI tools before committing.
- Test tools through free trials or demos to ensure integration, workflow improvement, and full understanding of features.
- Be adaptable and willing to switch tools as needed to stay ahead in the evolving AI landscape.
- Choosing the right AI tools strategically can save time and lead to significant workflow improvements in various professional niches.
Read Full Article
6 Likes
Analyticsindiamag
2M
390
Image Credit: Analyticsindiamag
China Using DeepSeek to Design Warplanes: Report
- DeepSeek AI, owned by High-Flyer in China, is being utilized for research and development of the country's advanced warplanes, as reported by the South China Morning Post.
- The Shenyang Aircraft Design Institute is using DeepSeek to develop new technology for warplanes, assisting in analyzing and solving complex problems.
- DeepSeek AI has gained popularity in various industries in China, with companies like BMW, Geely, Zeekr, and Dongfeng integrating it into their operations.
- DeepSeek plans to introduce the successor model, DeepSeek R2, soon, aiming to offer improved coding and multilingual reasoning capabilities, and has committed to open-sourcing its models and tools.
Read Full Article
23 Likes
Analyticsindiamag
2M
13
Image Credit: Analyticsindiamag
Claude AI-maker Anthropic to BuyBack Employee Shares
- AI startup Anthropic, funded by Amazon and Google, plans its first share buyback for employees, valuing shares at $61.5 billion.
- The buyback plan aims to allow employees to liquidate equity while retaining top performers amidst a competitive hiring landscape.
- Anthropic's valuation has surged from $15 billion in March 2024 to over $60 billion by the end of the same year, fueled by investments from Google, Amazon, and Salesforce Ventures.
- Employee liquidity programs are becoming common in AI companies, with examples from Apple, OpenAI, and Broadcom launching similar initiatives.
Read Full Article
Like
Analyticsindiamag
2M
238
Image Credit: Analyticsindiamag
Claude Mobile App is Getting a Voice Mode Along With File Support
- Anthropic Claude's mobile app is soon to release a voice mode similar to OpenAI's voice feature, supporting push-to-talk, multiple voices, web search, and file uploads.
- The voice mode will display search results like the desktop version, providing output in bullet points for user convenience and allowing scrolling through responses.
- Users can talk to Claude with added images or documents as context, as the voice mode also includes support for file uploads.
- Claude's voice mode in the mobile app offers reliable voice input handling, but requires manual tapping for interruptions; this feature aims to improve user engagement amid competition with Google Gemini.
Read Full Article
14 Likes
Analyticsindiamag
2M
105
Image Credit: Analyticsindiamag
ideaForge Receives DGCA Approval to Train Drone Pilots Across India
- ideaForge Technology Limited has received DGCA approval to conduct Remote Pilot Certificate training across India.
- The five-day certified training program aims to upskill drone pilots, address regulatory standards, and enhance operational safety for Indian citizens aged 18 to 65.
- The initiative supports India's goal of becoming a global drone hub by 2030 and aims to generate employment in sectors like defence, agriculture, mining, and disaster management.
- ideaForge has also partnered with Vantage Robotics to expand intelligence, surveillance, and reconnaissance solutions and recently helped relocate a leopard in Hyderabad using drone technology.
Read Full Article
6 Likes
Analyticsindiamag
2M
544
Image Credit: Analyticsindiamag
How This Bengaluru Startup is Making External Hiring Obsolete
- Spire.ai aims to address the challenges companies face in upskilling their teams and managing talent costs.
- The company's objective is to make organizations resilient in terms of skills and talent readiness for future technological innovations.
- They offer solutions that complement existing systems and enhance efficiency without disruption.
- Spire.ai has developed innovative products like Agent Sigma, Skills AI Copilot, and Continuum.Exchange for skill assessment and development.
- Their technology includes a large graph model with millions of skill nodes across various industries and domains.
- Customers like Cognizant, Tata Communications, Myntra, and Genpact have benefited from Spire.ai's services.
- The company has reduced talent sourcing costs by 30-50% and decreased recruitment time by 20-40% for its clients.
- Spire.ai has shifted focus towards addressing talent supply-side challenges and is set to launch new products.
- With a team size of 100 and plans to add 75-80 more members, the company is expanding rapidly in Europe and the US markets.
- Having secured $13 million in Series A funding and achieving profitability, Spire.ai's growth trajectory remains promising.
Read Full Article
24 Likes
Medium
2M
406
Image Credit: Medium
Comprehensions in python for dummies
- Comprehensions in Python are compact, elegant ways to create new collections from existing ones.
- Comprehensions work for lists, sets, and dictionaries making it easier to manipulate data.
- Comprehensions can be used for tasks like squaring numbers, filtering even or odd numbers, counting frequency, extracting prime numbers, separating vowels and consonants, and more.
- They provide a simpler and more readable alternative to traditional for loops.
Read Full Article
24 Likes
For uninterrupted reading, download the app