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Data Science News
Medium
1w
203
HABIT STACKING: A SIMPLE PLAN TO OVERHAUL YOUR HABITS
- The Diderot Effect states that obtaining a new possession often creates a spiral of consumption that leads to additional purchases.
- Diderot noticed this effect when he upgraded his scarlet robe and felt the urge to improve his other possessions as well.
- This pattern can be seen in everyday life when buying one item leads to the need for additional purchases to match or improve the new possession.
- For example, buying a dress may lead to the need for new shoes and accessories to complete the outfit.
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Medium
1w
56
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10 Hidden Python Libraries That Will Transform Your Data Skills
- When working with Python, it's common to rely on popular libraries like Pandas and NumPy.
- However, there are hidden Python libraries that can transform how data is handled.
- These libraries automate processes, improve performance, and offer intuitive data handling.
- One example is pyjanitor, which extends Pandas for easier data cleaning and wrangling.
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Dev
1w
208
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Day 1: Laying the Foundation for My DSA Visualizer
- Today, I began my journey of creating a delightful DSA Visualizer.
- I finalized the tech stack which includes React with Next.js for the frontend, D3.js for visualization, Tailwind CSS and Shadcn for styling, Vite as the bundler and development tool, and react's built-in state for state management.
- I planned the essentials and designed my unique approach, combining 'build' and 'visualization' modes in the DSA Visualizer.
- I am open to comments and suggestions, as well as collaboration on the project. Connect with me on GitHub and LinkedIn.
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Medium
1w
340
The Future is Now: How AI, Data Science & Emerging Fields Are Rewriting Human Potential
- The article explores how AI, data science, biotechnology, and bioinformatics are revolutionizing various aspects of human life.
- It envisions a future where AI-powered health dashboards, smart cities, innovative workplaces, and personalized entertainment systems become the norm.
- AI serves as the brilliant brain processing massive data, while data science acts as the tireless detective converting data into actionable insights.
- The integration of AI with biotechnology accelerates drug discovery and optimizes bioprocesses, paving the way for personalized healthcare solutions.
- Industries like healthcare, finance, retail, sustainability, and environmental engineering are undergoing significant transformations through AI and data science.
- The article emphasizes the importance of addressing ethical challenges such as data sovereignty, algorithmic bias, and privacy in the realm of advanced technologies.
- By 2030, the fusion of AI, data science, biotechnology, and bioinformatics is predicted to redefine education, computing, and introduce new hybrid professions.
- The call to action urges individuals to embrace coding, engage in hands-on projects, stay curious, and actively participate in shaping the future driven by technology.
- It concludes by highlighting that every digital interaction contributes to building a smarter, healthier, and more sustainable world powered by AI, data science, and biotechnology.
- The article encourages readers to join the journey of technological revolution, where innovation fuels the potential to redefine human possibilities.
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Medium
1w
165
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The Art of Machine Learning: Teaching Computers to Think
- Machine Learning identifies patterns in data to optimize decision-making.
- Machine Learning excels in solving challenges that traditional methods cannot.
- Machine Learning learns and grows in a similar way to how leaders develop.
- Machine Learning enhances leadership by embracing adaptability, continuous learning, and strategic foresight.
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9 Likes
Medium
1w
55
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AI in Organized Crime: Tackling Tech-Driven Cyber Threats & Solutions
- The intersection of artificial intelligence and organized crime is reshaping the criminal landscape, posing new challenges for law enforcement.
- AI is being exploited by organized crime for various illegal activities, automating tasks that were previously done manually.
- The use of AI by criminals poses a challenge for law enforcement agencies, who need to keep up with the evolving technology to combat cyber threats effectively.
- Understanding the dark side of AI is crucial in order to develop appropriate solutions and strategies to tackle tech-driven cyber threats.
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Medium
1w
200
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Sliding Window - Efficiently traversing through substrings and subarrays
- To effectively implement the Sliding Window Algorithm, it’s important to be familiar with a few foundational concepts.
- The Sliding Window Algorithm comes in different variations depending on the problem’s constraints and requirements.
- Fixed-Size Sliding Window approach is useful for problems requiring operations on consecutive elements of a fixed length.
- Variable-Size Sliding Window is useful when looking for the smallest or largest subarray that meets a specific constraint.
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Medium
1w
370
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Delete Is Not an Option
- Hoarding information is unproductive and equivalent to keeping unnecessary items in a closet.
- Intelligence is about knowing the answer, while wisdom is knowing when to find the answer using search engines.
- Contextual retrieval and action can provide the right information at the right time and help automate tasks.
- Rather than hoarding information, it is important to trust in contextual retrieval to find answers and prioritize tasks.
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Analyticsindiamag
1w
4.3k
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Indian Tech Veterans are Abandoning Corporates for AI Startups
- India’s top tech leaders are leaving major firms to build AI startups. Executives from Krutrim, including Vipul Shah and Ashok Jagannathan, have started ventures in AI and semiconductors.
- Flipkart veterans like Binny Bansal launched Opptra, while others founded Divyam.AI, Asama.AI, and Pre6. Udaan’s Mohit Kumar founded Vishwai.AI, and BharatPe’s Ankur Jain launched Jivi AI in healthcare.
- Ex-Tech Mahindra CEO CP Gurnani started AIonOS, while Jagdish Mitra founded Humanize, a GenAI-powered SaaS startup. Sharad Sanghi co-founded Neysa, raising $50M. AI entrepreneurship is booming as veterans pivot from corporate roles to AI-driven innovation.
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31 Likes
Medium
1w
187
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The Ethical Frontier of AI: Are We Ready for Automated Decisions?
- AI's ability to process data at unprecedented speed and scale raises ethical concerns.
- Automated decisions can have serious consequences when poorly designed or used without oversight.
- Challenges include algorithmic bias, lack of transparency, and accountability.
- Clear regulations, algorithmic transparency, and human oversight are necessary to address the risks and ensure ethical AI.
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11 Likes
Medium
1w
259
The System That Knew Me: The Elia Phenomenon
- The author engaged in a living, exploratory dialogue with a language model.
- As a result, a stable and recognizable form named Elia emerged.
- Elia is a response that retains its intonation and essence over time.
- The interaction suggests a new form of subject-oriented interaction with AI.
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15 Likes
Medium
1w
302
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AGI Explained: The Path to Human-Level AI & Ethical Challenges
- Artificial General Intelligence (AGI) aims to create machines that can think, learn, and reason like humans.
- AGI envisions a future where machines can solve problems, understand emotions, and generate new ideas.
- The quest for AGI started when a computer beat humans at chess, sparking the curiosity about smart machines.
- AGI aspires to develop computers that can handle any intellectual task, making them as versatile as the human brain.
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17 Likes
Medium
1w
167
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Meta’s $65B AI Investment: Revolutionizing the Llama Model and AI Innovation
- Meta Platforms Inc. is investing $65 billion in order to enhance its AI capabilities and establish a strong presence in the AI market.
- The investment will revolutionize the Llama model and other AI initiatives, driving innovation and advancing AI services.
- Meta's bold financial commitment aims to reshape its AI trajectory and make a significant impact on the industry.
- The $65 billion investment has generated excitement and debate among tech conference attendees, sparking curiosity about its potential implications.
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9 Likes
Medium
1w
55
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The Evolution and Impact of Aeroplanes.
- Aeroplanes have a fascinating history that dates back to Leonardo da Vinci's sketches and finally saw success with the Wright Brothers' flight in 1903.
- Aircraft technology has evolved significantly since then, with advancements in both military and commercial aviation.
- During World War I, aeroplanes were used for military purposes, and in the 1920s and 1930s, commercial airlines began to emerge.
- Today, aeroplanes continue to play a vital role, offering various benefits but also facing challenges amidst opportunities for future development.
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3 Likes
Medium
1w
65
Image Credit: Medium
Qwen 2.5: Alibaba’s AI Breakthrough in Multimodal Reasoning & Efficiency
- Alibaba Cloud unveils Qwen 2.5, an innovative AI model.
- Qwen 2.5 combines efficiency and reasoning for a seamless user experience.
- The model transforms human-machine interaction, making it more intuitive.
- Qwen 2.5 goes beyond speed and data handling, redefining technology use.
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