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Medium
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Introduction to PyTorch…..
- PyTorch is an open-source deep learning library developed by the Facebook AI Research Team in September 2016.
- It is highly popular in both research and industry applications due to its dynamic computation graph, ease of use, and robust ecosystem of tools and libraries.
- PyTorch can be used for various machine learning tasks, including deep learning, reinforcement learning, computer vision, and natural language processing.
- Key features of PyTorch include tensors, which are GPU-supported multidimensional arrays, and Autograd, an automatic differentiation system crucial for training neural networks.
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Hackernoon
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How I Created a Social Recommendation Network in Brazil
- RecomendeMe is a cultural recommendation network created by a programmer in Brazil.
- The goal of any social network is to create a community, and the most significant challenge is acquiring users. This is called the Cold Start Problem, and it’s a challenge for new communities.
- RecomendeMe used personalization via early adopters to bypass the Cold Start Problem.
- Early success comes not only from algorithms but also from a community of like-minded individuals.
- Profiles are more than a username or avatar. It’s a gateway to human connection, and to create a sense of community likes and dislikes are integral to the experience.
- RecomendeMe aims to create a space that celebrates cultural diversity while prioritizing the human aspect of recommendations.
- One of the challenges observed in today’s digital ecosystem is the fragmentation of interests. RecomendeMe aims to bridge this gap.
- RecomendeMe’s ultimate goal is to become a space where people can share, discover, and connect over cultural content.
- RecomendeMe wanted to create a space where recommendations feel alive, authentic, and personal again.
- The best recommendations come not from the smartest system but from the most genuine hearts.
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Medium
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The year 2024 CMA Awards event aimed at imparting recognition to some of the most unique Country…
- Chris Stapleton emerged as the big winner of the night at the 2024 CMA Awards, taking home three accolades, including Male Vocalist of the Year.
- Lainey Wilson also had a big night, winning Female Vocalist of the Year and showcasing her storytelling ability and fan following in the country music market.
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Analyticsindiamag
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HTML to Prevent LLMs from Overdosing on Hallucinations
- Researchers from China have published a paper proposing the use of HTML format to tackle hallucination problems in AI search engines.
- The paper discusses techniques like the two-stage pruning algorithm to effectively preserve HTML structure and retain key information.
- The conventional RAG process of extracting plain text from HTML often leads to the loss of valuable structural and semantic information.
- Implementing HTML in RAG systems allows for more efficient and precise knowledge integration without sacrificing semantic depth or contextual richness.
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VentureBeat
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Wordware raises $30 million to make AI development as easy as writing a document
- San Francisco startup Wordware has raised $30 million in a seed round led by Spark Capital to develop an AI development platform.
- The company aims to simplify AI development by allowing users to create AI agents using natural language instead of traditional programming code.
- Wordware's platform has already gained traction among enterprise customers like Instacart and Runway, attracting hundreds of thousands of users.
- The company plans to expand its reach in 2025 by enabling individual users to automate personal workflows using its AI engine.
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Analyticsindiamag
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AI Boom Pushes NVIDIA Q3 Revenue to $35.1B as Blackwell Demand Soars
- NVIDIA reported record revenue of $35.1 billion for Q3, a 17% rise QoQ and 94% YoY.
- Data centre segment contributed $30.8 billion, up 17% QoQ and 112% YoY.
- NVIDIA projects Q4 revenue of $37.5 billion, surpassing analyst expectations.
- Blackwell demand is high, and Hopper GPU sales are rising significantly.
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VentureBeat
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xpander.ai’s Agent Graph System makes AI agents more reliable, gives them info step-by-step
- Israeli startup xpander.ai has introduced the Agent Graph System (AGS), which is a new approach to building reliable and efficient multi-step AI agents.
- AGS uses a graph-based workflow to guide agents through appropriate API calls step by step, reducing errors and inefficiencies.
- In benchmarking tests, AGS demonstrated a 98% success rate in multi-step tasks, completing workflows 38% faster and with 31.5% fewer tokens.
- xpander.ai's AGS sets a new standard for reliability and efficiency in automation, empowering businesses to harness the potential of AI-driven workflows.
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Medium
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Day 2: Types of Machine Learning (Supervised, Unsupervised, Reinforcement)
- Supervised learning requires labeled data but excels in prediction tasks.
- Unsupervised learning is ideal for exploratory data analysis but requires domain expertise to interpret results.
- Reinforcement learning is suited for problems involving sequential decision-making but is computationally expensive to train.
- Combining these paradigms and exploring hybrid approaches unlocks the full potential of machine learning.
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Analyticsindiamag
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Nokia Expands 5-Year Deal with Microsoft Azure to Power Data Centre Networks
- Nokia has expanded its five-year deal with Microsoft Azure to provide routers and switches for the data centre networks.
- The collaboration aims to strengthen Nokia's global presence and position as a strategic supplier for Microsoft's cloud infrastructure.
- Nokia will deploy its 7250 IXR-10e platform to deliver multi-terabit-scale interconnectivity across Azure's data centres.
- The agreement also focuses on accelerating open-source SONiC development and enhancing Azure's scalability.
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Analyticsindiamag
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Google’s AlphaQubit to Make Quantum Computers More Reliable
- Google Deepmind researchers have introduced AlphaQubit, an AI-based system that can identify errors inside quantum computers.
- AlphaQubit helps make quantum computers more reliable by decoding the surface code and suppressing errors.
- The system was trained on data from 49 qubits within the Sycamore quantum processor and achieved groundbreaking results.
- Google DeepMind aims to combine AI with quantum computing to address errors and advance the reliability and scalability of quantum computers.
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Medium
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Top 10 Must-Know Machine Learning Algorithms for Aspiring Data Scientists
- Linear Regression: Simple yet powerful algorithm for predicting continuous outcomes based on input features.
- Logistic Regression: Binary classification algorithm mapping predicted values between 0 and 1.
- Decision Tree: Intuitive algorithm for classification and regression tasks with potential for overfitting.
- Random Forest: Ensemble learning technique with multiple decision trees for improved accuracy and stability.
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Medium
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Shakespeare
- The poem reflects on the passage of time and the pain of lost memories.
- It speaks of vows made in the past and the weight of death's specter.
- However, it encourages moving forward and finding solace amidst sorrow.
- The poem ends with hope, comparing the sun's return to finding guidance and renewal.
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Medium
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Fitness Routines and Exercise:
- Regular exercise is the secret to a healthy and happy life.
- Benefits of exercise include weight management, improved cardiovascular health, enhanced mental clarity, enhanced muscles and flexibility, and quality sleep.
- Fitness exercises include HIIT, strength training, cardio exercises, yoga or pilates, and outdoor exercises like hiking, walking, and jogging.
- Tips for developing a fitness plan include establishing reasonable objectives, planning your workout schedule, getting a workout partner, diversifying your exercise routine, and paying attention to your body.
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Analyticsindiamag
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Perplexity’s Shopping Assistant is a Killer
- California-based conversational search engine Perplexity has upgraded its platform with new shopping features.
- Perplexity's CEO believes the search engine has market potential in India.
- The new shopping feature, 'Buy with Pro', allows users to research and purchase products directly from select merchants.
- Perplexity aims to offer a cleaner, user-friendly shopping experience by removing ads and spam.
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Medium
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The Ethical Statistician…
- The ethical statistician identifies who is responsible for the statistical work and reports the sources and adequacy of data.
- Data integrity and valid results are preserved, and potential confounding variables are addressed.
- The findings are conveyed honestly and meaningfully through tables, models, and graphics.
- The financial sponsor, purpose, and intended use of the study results are disclosed, and appropriate disclaimers are included for non-representative data.
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