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Deep Learning News
Medium
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272
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Google’s Revolutionary Quantum Leap
- Google has announced a groundbreaking development in the world of quantum computing.
- Their latest technology, the 'Willow' quantum chip, is designed for exceptional error correction and speed.
- This achievement pushes the boundaries of what was previously thought possible in computing.
- Google's quantum leap opens up new possibilities for advancements in technology.
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Medium
4d
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Artificial intelligence and Its Utilization in women
- Artificial Intelligence is beneficial for women at work. Virtual assistants and chatbots help women manage their jobs efficiently by organizing schedules and answering customer queries. AI also helps women entrepreneurs improve their businesses by studying market trends. Online platforms use AI to recommend courses and provide career advice to women, assisting them in learning and growing. AI apps connect women in rural areas with education, healthcare advice, and farming tips, improving their lives and communities.
- AI tools save time and help women in various aspects of their lives. Safety apps powered by AI guide women to safe routes and can alert authorities in emergencies. By embracing AI tools, women can live better, healthier, and more independent lives.
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Medium
5d
367
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Achieving $2,000 in a Month with AI Tools
- The Xmas BundleApps – Biggest Bundle of AI Apps In 2025 is a comprehensive suite of 15 AI tools that can enhance productivity and boost revenue potential.
- Users have reported significant financial gains, with one user making over $2,000 in their first month through increased engagement and sales.
- The package includes tools for creating 4K AI videos, animated videos, eBooks, and more, catering to both beginners and seasoned marketers.
- With a 30-day money-back guarantee and detailed training guides, the Xmas BundleApps offers a risk-free opportunity to enhance marketing efforts and achieve financial goals.
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Medium
5d
176
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How I Boosted My Amazon Earnings by $527 Daily
- With the right tools and knowledge, it's possible to create an impressive income stream on Amazon.
- The Brand-New 2024 AI App helped the author boost their Amazon earnings by $527 daily.
- The app automates key aspects of the business, leading to efficient product listing and increased earnings.
- The app's simplicity, community feedback, and optimization insights make it appealing for both beginners and experienced sellers.
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Medium
5d
41
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Creating Stunning 8K Movies with AI Tools
- The AI MovieMaker is a revolutionary tool that allows anyone to create stunning 8K movies with ease.
- Utilizing the power of artificial intelligence, this software streamlines the movie-making process and saves time.
- Users have reported exceptional quality in their films, even without extensive experience or a large budget.
- The AI MovieMaker not only enhances storytelling but also has the potential to attract sponsors and create revenue streams.
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Medium
5d
4
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Unlock the Potential of AI Agents in Task Automation
- AI agents are becoming the financial advisors boosting productivity and efficiency.
- AI agents help finish tasks 126% faster and improve workflow efficiency by 61%.
- Generative AI with large language models revolutionizing cutting-edge research and insightful reports.
- AI agents outperform traditional methods in optimizing supply chains and call handling times.
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Medium
5d
229
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Detecting Plant Weeds with CNN Models: A Deep Dive into ResNet and Inception-v3
- Through this journey, a comparative study was conducted on ResNet-50, ResNet-34, and Inception-v3 architectures to solve the problem of distinguishing between eight weed species from over 17,000 images.
- The selected weed species are local to pastoral grasslands in Queensland and include Chinee apple, Snakeweed, Lantana, Prickly acacia, Siam weed, Parthenium, Rubber vine, and Parkinsonia.
- Pretrained Inception-v3 achieved the highest validation accuracy (92%) and the lowest validation loss (~0.2), indicating superior generalization.
- A detailed classification report revealed key findings about the model performance.
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Medium
5d
184
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Create Stunning Storybooks for Kids with AI
- The World's First AI App That Creates Stunning Talking Kids Books allows for personalized storytelling experiences that engage young minds in ways traditional books cannot.
- The app offers a level of personalization that is not easily achievable with conventional storybooks, allowing parents to quickly create custom stories that reflect their child's interests.
- Children who engage in storytelling can enhance their comprehension and vocabulary skills, and this app turns reading into a captivating experience that educates and entertains.
- The app can be used for educational purposes, allowing teachers to create engaging reading material aligned with lesson plans and enhancing students' learning experience.
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Hackernoon
6d
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How Mamba and Hyena Are Changing the Way AI Learns and Remembers
- Mamba and Hyena are two novel models that are transforming the way Artificial Intelligence(AI) learns and remembers.
- Selective State Space Models(SSM) is the mechanism that Mamba and Hyena employ to compress SSMs in a selective manner.
- Efficient implementation of Selective SSMs has made these models efficient and fast.
- Both synthetic and real datasets have been used to test these models on a variety of tasks.
- Better performance has been shown by these models on many tasks where traditional AI methods fall short.
- Mamba and Hyena perform significantly better than existing AI models in Audio modeling and generation, Language modeling and DNA modeling tasks.
- The memory requirements of Mamba's and Transformer models are comparable and we can expect to further improve Mamba's memory footprint in the future.
- Efficiency benchmarks show that Mamba's core operation of Selective SSMs is faster and efficient than convolution and attention.
- The paper is available on arxiv under CC BY 4.0 DEED license.
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Hackernoon
6d
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Hardware-Aware Algorithm for Selective State Space Models
- Researchers propose a hardware-aware algorithm for selective state space models.
- Selective state space models (SSMs) aim to improve efficiency and performance by incorporating selective mechanisms.
- The algorithm leverages parallel associative scan and utilizes kernel fusion and recomputation for fast and memory-efficient implementation on modern hardware.
- The proposed hardware-aware algorithm for selective SSMs demonstrates significant speedup and memory optimization compared to standard implementations.
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Hackernoon
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The Math Behind Selective State Space Models
- Authors: (1) Albert Gu, Machine Learning Department, Carnegie Mellon University and with equal contribution; (2) Tri Dao, Department of Computer Science, Princeton University and with equal contribution.
- This paper discusses the math behind selective state space models (SSMs) and their application in various tasks.
- The authors propose a selection mechanism as a means of compression in SSMs, improving their efficiency and performance.
- The paper also provides empirical evaluations and benchmarks for synthetic tasks, language modeling, DNA modeling, and audio generation.
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Hackernoon
6d
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AI That Remembers
- Researchers at Carnegie Mellon University and Princeton University have created an AI system that can recall previous experiences from a larger dataset and utilize it for future tasks.
- The team introduced a selective state-space model (SSM) that uses a selection mechanism to recall only relevant information, helping to reduce computational power and memory requirements.
- The system demonstrated success in handling synthetic tasks, audio modeling and generation, DNA modeling and language modeling with larger memory compared to previous approaches.
- The AI studied in the work is known as a state-space neural network (SSNN).
- According to the team, the AI can perform much faster when it is not bogged down trying to remember irrelevant information.
- Previous state-space models typically used the LTI (linear time-invariant) and non-selective structured algorithm while the proposed model is better at handling large datasets.
- The researchers' findings offer a new way of storing data in an AI and may lead to future AIs capable of autonomously remembering past experiences.
- The AI could have implications in healthcare, with machine learning systems capable of diagnosing and handling illnesses by analyzing medical data.
- The team is now exploring how the AI could be improved and used in wider applications.
- The study work is available under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International license.
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Medium
6d
202
Learn how I turned a failed machine learning interview into a valuable learning experience.
- Python Proficiency: The author realized their advanced Python knowledge was lacking, particularly in problem-solving scenarios.
- TensorFlow: The author identified the need to dedicate more time to mastering TensorFlow and understanding deep learning concepts.
- Model Testing and Optimization: The author struggled to explain optimization methods for model testing and is eager to explore this further.
- Lessons Learned and Next Steps: The author acknowledges that growth is continuous, views failure as a learning opportunity, and emphasizes the importance of ongoing learning in the rapidly evolving field of machine learning.
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Medium
6d
219
Artificial Intelligence (AI) has become an essential tool in today’s tech world.
- Artificial Intelligence (AI) has become an essential tool in today’s tech world.
- These libraries will handle various tasks like data processing, splitting datasets, creating the model, and evaluating it.
- In this code, 80% of the data is used for training the model, and 20% is used for testing it.
- That’s it! You’ve successfully built your first AI model using Python. With more practice, you can build more complex models for various applications.
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Medium
6d
380
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Earn Money by Launching Courses in Just 60 Seconds
- TeachWise AI: The Game-Changing E-Learning Platform allows you to launch your own online course in just 60 seconds.
- With AI-powered tools, you can effortlessly create engaging, interactive courses without needing technical skills.
- TeachWise AI provides built-in marketing tools to effectively promote your courses and reach a wider audience.
- You can access over 1,000 preloaded courses on hot-selling topics and customize them to start your e-learning business.
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