Towards Data Science

Towards Data Science is a Medium publication dedicated to sharing concepts, ideas, and codes in the field of data science. It provides a platform for data scientists, researchers, and practitioners to connect, learn, and contribute to the advancement of the field.

Posit is an open-source data science company that provides a suite of tools and services for data scientists. Its products include the RStudio IDE, Shiny, and Posit Connect. Posit also offers cloud-based solutions and enterprise support. The company's mission is to make data science accessible to everyone, regardless of their economic means or technical expertise.

ConsciousML is a blog that provides in-depth and beginner-friendly content on machine learning, data engineering, and productivity. The blog covers a wide range of topics, including ML model deployment, data pipelines, deep work, data engineering, and more. The articles are written by experts in the field and are designed to help readers learn about the latest trends and best practices in machine learning and data engineering.

DMLR (Data-centric Machine Learning Research) is an AI tool that focuses on advancing research in data-centric machine learning. It organizes workshops, research retreats, maintains a journal, and runs a working group to support infrastructure projects. The platform covers topics such as data collection, governance, bias, and drifts, as well as data-centric explainable AI and AI alignment. DMLR encourages submissions around the theme of AI for Science, using AI to tackle scientific challenges and accelerate discoveries.

DagsHub is an open source data science collaboration platform that helps AI teams build better models and manage data projects. It provides a central location for data, code, experiments, and models, making it easy for teams to collaborate and track their progress. DagsHub also integrates with a variety of popular data science tools and frameworks, making it a powerful tool for data scientists and machine learning engineers.

KDnuggets is a leading online resource for data science, machine learning, artificial intelligence, and analytics. The website provides a wealth of information on these topics, including articles, tutorials, interviews, and resources. KDnuggets also hosts a number of online communities and forums where users can connect with each other and share knowledge.

Data Science Dojo is a globally recognized e-learning platform that offers programs in data science, data analytics, machine learning, and more. They provide comprehensive and hands-on training in various formats such as in-person, virtual instructor-led, and self-paced training. The focus is on helping students develop a think-business-first mindset to apply their data science skills effectively in real-world scenarios. With over 2500 enterprises trained, Data Science Dojo aims to make data science accessible to everyone.

Analytics India Magazine is a leading publication covering the latest advancements in artificial intelligence, data science, and machine learning. The website provides in-depth analysis, interviews with industry experts, and insights into the impact of AI on various sectors. It also hosts events and conferences that bring together professionals and thought leaders in the field.

Notably is a research synthesis platform that uses AI to help researchers analyze and interpret data faster. It offers a variety of features, including a research repository, AI research, digital sticky notes, video transcription, and cluster analysis. Notably is used by companies and organizations of all sizes to conduct product research, market research, academic research, and more.

Compact Data Science is a data science platform that provides a comprehensive set of tools and resources for data scientists and analysts. The platform includes a variety of features such as data preparation, data visualization, machine learning, and predictive analytics. Compact Data Science is designed to be easy to use and accessible to users of all skill levels.

Kaggle is a popular platform for machine learning and data science enthusiasts to collaborate, learn, and compete. It provides a community-driven environment where users can access datasets, participate in competitions, share code and insights, and engage in discussions. With a vast repository of datasets and notebooks, Kaggle offers a valuable resource for both beginners and experienced professionals in the field of data science and machine learning.

Open Data Science (ODS) is a community website offering a platform for data science enthusiasts to engage in tracks, competitions, hacks, tasks, events, and projects. The website serves as a hub for job opportunities and provides a space for privacy policy, service agreements, and public offers. ODS.AI, established in 2015, focuses on various data science topics such as machine learning, computer vision, natural language processing, and more. The platform hosts online and offline events, conferences, and educational courses to foster learning and networking within the data science community.

Dimensions AI is an advanced scientific research database that provides a suite of research applications and time-saving solutions for intelligent discovery and faster insight. It hosts the largest collection of interconnected global research data, including publications, clinical trials, patents, policy documents, grants, datasets, and online citations. The platform offers easy-to-understand visualizations, purpose-built applications, and integrated AI technology to speed up research interpretation and analysis. Dimensions is designed to propel research by connecting the dots across the research ecosystem and saving researchers hours of time.

Wolfram|Alpha is a computational knowledge engine that answers questions using data, algorithms, and artificial intelligence. It can perform calculations, generate graphs, and provide information on a wide range of topics, including mathematics, science, history, and culture. Wolfram|Alpha is used by students, researchers, and professionals around the world to solve problems, learn new things, and make informed decisions.

scienceOS is an AI research tool designed for scientists to accelerate their research process. It offers features such as AI science chat, AI PDF chat, AI reference manager, and more to help researchers access and analyze vast amounts of scientific data efficiently. With a focus on collaboration, simplicity, leanness, and vision, scienceOS aims to empower scientists in tackling global challenges by providing access to a vast database of research papers and citations.

CCDS (Center for Computational & Data Sciences) is a research center at Independent University Bangladesh dedicated to artificial intelligence, data sciences, and computational science. The center has various wings focusing on AI, computational biology, physics, data science, human-computer interaction, and industry partnerships. CCDS explores the use of computation to understand nature and society, uncover hidden stories in data, and tackle complex challenges. The center collaborates with institutions like CERN and the Dunlap Institute for Astronomy and Astrophysics.

Rationale is a cutting-edge decision-making AI tool that leverages the power of the latest GPT technology and in-context learning. It is designed to assist users in making informed decisions by providing valuable insights and recommendations based on the data provided. With its advanced algorithms and machine learning capabilities, Rationale aims to streamline the decision-making process and enhance overall efficiency.

Talpa.ai is an AI-powered platform that offers advanced solutions for data analytics and automation. The platform leverages cutting-edge artificial intelligence technologies to provide businesses with valuable insights and streamline their operations. Talpa.ai helps organizations make data-driven decisions, optimize processes, and enhance overall efficiency. With its user-friendly interface and powerful features, Talpa.ai is a reliable partner for businesses looking to harness the power of AI for growth and success.

The website Zobi is a web application that allows users to create a counter mode. Users can increment and reset the count using the provided functions. The interface is designed with a modern and user-friendly layout, making it easy for users to interact with the application.

Unlearn.ai is an AI-powered platform that streamlines clinical trials by leveraging digital twins of patients. The platform replaces traditional siloed workflows with a unified workspace for trial design, planning, and analysis. By utilizing digital twins, data, and AI, Unlearn.ai helps teams achieve alignment faster, test assumptions earlier, and move forward with confidence in clinical development.

Promptly is a generative AI platform designed for enterprises to build custom AI agents, applications, and chatbots without any coding experience. The platform allows users to seamlessly integrate their own data and GPT-powered models, supporting a wide variety of data sources. With features like model chaining, developer-friendly tools, and collaborative app building, Promptly empowers teams to quickly prototype and scale AI applications for various use cases. The platform also offers seamless integrations with popular workflows and tools, ensuring limitless possibilities for AI-powered solutions.

BlockSurvey is an AI-powered survey assistant that offers a comprehensive platform for creating, analyzing, and optimizing surveys with advanced AI capabilities. It prioritizes user data privacy and security, providing end-to-end encryption and compliance with industry standards. The platform features AI survey creation, analysis, thematic analysis, sentiment analysis, adaptive questioning, and sample responses generation. It also offers features like data encoding, survey optimization, secure surveys, anonymous surveys, and customization options. BlockSurvey caters to various industries and functions, ensuring privacy-first surveys with zero knowledge and decentralized survey capabilities.

Baseboard is an AI tool designed to help users generate insights from their data quickly and efficiently. With Baseboard, users can create visually appealing charts and visualizations for their websites or publications with the assistance of an AI-powered designer. The tool aims to streamline the data visualization process and provide users with valuable insights to make informed decisions.

Gestualy is an AI tool designed to measure and improve customer satisfaction and mood quickly and easily through gestures. It eliminates the need for cumbersome satisfaction surveys by allowing interactions with customers or guests through gestures. The tool uses artificial intelligence to make intelligent decisions in businesses. Gestualy generates valuable statistical reports for businesses, including satisfaction levels, gender, mood, and age, all while ensuring data protection and privacy compliance. It offers touchless interaction, immediate feedback, anonymized reports, and various services such as gesture recognition, facial analysis, gamification, and alert systems.

Strategy-First AI is an AI tool designed to help businesses elevate their brand using artificial intelligence technology. The tool focuses on implementing strategic AI solutions to enhance brand performance and competitiveness in the market. With a user-friendly interface and advanced AI algorithms, Strategy-First AI provides businesses with valuable insights and recommendations to optimize their branding strategies and achieve business goals.

iListingAI is the UK's leading inventory software designed to streamline property inspection reports using AI technology. The application offers a user-friendly interface that combines vision, voice, and video to generate professional and legally compliant inventories 10x faster. With features like AI analysis, instant report generation, voice-first workflow, and ghost mode comparison, iListingAI revolutionizes the property inspection process for independent clerks and agencies.

Microsoft Azure is a cloud computing service that offers a wide range of products and solutions for businesses and developers. It provides services such as databases, analytics, compute, containers, hybrid cloud, AI, application development, and more. Azure aims to help organizations innovate, modernize, and scale their operations by leveraging the power of the cloud. With a focus on flexibility, performance, and security, Azure is designed to support a variety of workloads and use cases across different industries.

Wizu is an AI-powered platform that offers conversational surveys to enhance customer feedback. It helps businesses collect meaningful feedback, analyze AI-powered insights, and take clear actions based on the data. The platform utilizes AI technology to drive engagement, deliver better response rates, and provide richer insights for businesses to make data-driven decisions.

Lexum.ai is an AI-powered legal research and summaries tool designed to assist legal professionals in conducting efficient and accurate legal research. The tool utilizes advanced artificial intelligence algorithms to analyze vast amounts of legal data and provide users with comprehensive summaries and insights. By leveraging cutting-edge technology, Lexum.ai aims to streamline the legal research process and enhance the productivity of legal practitioners.

RiskAssessmentAI is an AI-powered platform designed to provide accurate risk assessment solutions for businesses across various industries. The application leverages advanced machine learning algorithms to analyze data and identify potential risks, helping organizations make informed decisions to mitigate threats and optimize their operations. With a user-friendly interface and customizable features, RiskAssessmentAI offers a comprehensive risk management solution that enhances decision-making processes and improves overall business performance.

TimeToTok is an AI Copilot and Agent designed for TikTok's growth. It uses LLM technology, similar to GPT, to analyze massive TikTok data and provide AI-driven insights to help creators improve their content, engagement, and monetization. The platform offers personalized growth strategies, viral content ideas, video optimization suggestions, competitor tracking, and 24/7 support to enhance users' TikTok presence and achieve significant growth.

Chatsheet is an AI tool that revolutionizes the way spreadsheets are used. It leverages artificial intelligence to automate data entry, analysis, and visualization tasks, making spreadsheet management more efficient and intuitive. With Chatsheet, users can easily create, edit, and analyze data in a collaborative and interactive environment. The tool offers advanced features such as predictive analytics, natural language processing, and smart data suggestions to streamline decision-making processes. Chatsheet is designed to simplify complex data handling tasks and empower users to make data-driven decisions with ease.

ChatCSV is a personal data analyst tool that allows users to upload CSV files and ask questions in natural language. It generates common questions about the data, visualizes answers with charts, and maintains chat history. It is useful for industries like retail, finance, banking, marketing, and advertising to understand trends, customer behavior, and more.

Lime is an AI-powered data research assistant designed to help users with data research tasks. It offers advanced capabilities to streamline the process of gathering and analyzing data, making it easier for users to derive insights and make informed decisions. Lime is equipped with cutting-edge AI technology that enables it to handle complex data sets efficiently and provide valuable recommendations. Whether you are a business professional, researcher, or student, Lime can assist you in various data-related tasks, saving you time and effort.

AI SEO Page is an AI-powered platform that focuses on the integration of artificial intelligence (AI) technology with Search Engine Optimization (SEO) strategies. The website provides insights and resources on leveraging AI in various aspects of SEO, including content creation, link building, analytics, user experience, and local SEO. It offers guidance on implementing AI-driven solutions to enhance search engine rankings and improve online visibility.

Business Automated is an independent automation consultancy that offers custom automation solutions for businesses. The website provides a range of products and services related to automation, including tools like Airtable, Google Sheets, and ChatGPT. Users can access tutorials on YouTube and read more on Medium to learn about automation techniques. Business Automated also offers products like Sales CRM and Cold emails with GPT4 and Airtable, demonstrating its focus on streamlining business processes through AI technology.

Airwiz is an AI data analyst tool designed to revolutionize data analysis experiences for users of Airtable. It enables users to perform complex data analysis tasks without the need for coding skills. By simply asking questions, users can gain valuable insights and make informed decisions based on their data. Airwiz simplifies the data analysis process, making it accessible to a wider audience.

ASK BOSCO® is an AI reporting and forecasting tool designed for agencies and retailers. It helps in collecting and analyzing data to improve browsing experience, customize marketing strategies, and provide analytics for better decision-making. The platform offers features like AI reporting, competitor benchmarking, AI budget planning, and data integrations to streamline marketing efforts and maximize ROI. Trusted by leading brands, ASK BOSCO® provides accurate forecasting and insights to optimize media spend and plan budgets effectively.

Synthreo is a Multi-Tenant AI Automation Platform designed for Managed Service Providers (MSPs) to empower businesses by streamlining operations, reducing costs, and driving growth through intelligent AI agents. The platform offers cutting-edge AI solutions that automate routine tasks, enhance decision-making, and facilitate collaboration between human teams and digital labor. Synthreo's AI agents provide transformative advantages for businesses of all sizes, enabling operational efficiency and strategic growth.

AI Intern is an AI-native content engine designed for demand growth. It automates the creation of written, visual, and audio content to attract the right buyers. The platform uses analytics and AI search strategy to identify trending topics and keywords, updating content weekly for continuous improvement. AI Intern offers a system that learns and adapts to the fast-paced changes in buyer behavior and digital channels. It provides a comprehensive solution for content marketing, combining AI-powered ICP and keyword research, multi-channel publishing, real analytics, and weekly improvement cycles.

nunu.ai is an AI-powered platform designed to revolutionize game testing by leveraging AI agents to conduct end-to-end tests at scale. By automating repetitive tasks, the platform significantly reduces manual QA costs for game studios. With features like human-like testing, multi-platform support, and enterprise-grade security, nunu.ai offers a comprehensive solution for game developers seeking efficient and reliable testing processes.

XenonStack is an AI application that offers a reasoning foundry for agentic enterprises. It provides unified reasoning foundation enabling seamless orchestration, analytics, infrastructure, and trust across intelligent ecosystems. The platform includes various AI tools such as Akira AI for reasoning and agent orchestration, ElixirData for agentic analytics intelligence, NexaStack for agentic infrastructure automation, MetaSecure for trust, compliance, and defense, and Neural AI for agentic intelligence & autonomous innovation. It also offers pre-built autonomous agents for domain-specific intelligence, seamless integrations, and governed enterprise deployment.

Promptly is a generative AI platform designed for enterprises to build custom AI agents, applications, and chatbots without any coding experience. The platform allows users to seamlessly integrate their own data and GPT-powered models, supporting a wide variety of data sources. With features like model chaining, developer-friendly tools, and collaborative app building, Promptly empowers teams to quickly prototype and scale AI applications for various use cases. The platform also offers seamless integrations with popular workflows and tools, ensuring limitless possibilities for AI-powered solutions.

The website is a platform offering domain-specialized AI agents that drive enterprise-grade cost efficiency, operational turnaround, and unlock valuation multiples with defensible IP. It focuses on driving innovation, efficiency, and growth through Agentic AI for intelligent execution. The platform powers a structural upgrade in how work gets done, shifting from legacy, manual workflows to intelligent, self-improving systems. It is designed for secure, scalable transformation tailored to specific domains, data, and workflows.

Google Colab Copilot is an AI tool that integrates the GitHub Copilot functionality into Google Colab, allowing users to easily generate code suggestions and improve their coding workflow. By following a simple setup guide, users can start using the tool to enhance their coding experience and boost productivity. With features like code generation, auto-completion, and real-time suggestions, Google Colab Copilot is a valuable tool for developers looking to streamline their coding process.

Kapa.ai is an AI tool that builds accurate AI agents from technical documentation and various other sources. It helps deploy AI assistants across support, documentation, and internal teams in a matter of hours. Trusted by over 200 leading companies with technical products, Kapa.ai offers pre-built integrations, customer results, and an analytics platform to track user questions and content gaps. The tool focuses on providing grounded answers, connecting existing sources, and ensuring data security and compliance.

MARZ is a technology and VFX company specializing in providing feature-film quality visual effects for TV productions. With a focus on innovation and leveraging proprietary AI solutions, MARZ aims to deliver outstanding VFX on fast timelines while remaining affordable for TV clients. The company has completed 128 projects in the first 4 years, received 2 VES nominations, 2 Emmy nominations, and boasts a team of 260 staff including 55 engineers, researchers, and technology experts.

Weaviate is an AI tool designed to empower AI builders to design, build, and ship complete AI experiences. It provides a foundation for search, retrieval augmented generation, and agentic AI. Weaviate offers production-ready AI applications, faster deployment, and seamless model integration. With billion-scale architecture and enterprise-ready deployment options, Weaviate helps AI builders scale seamlessly and meet enterprise requirements. The platform offers AI-first features under one roof, enabling users to write less custom code and build AI apps efficiently.

PaperClip is an AI tool designed to help users keep track of their daily AI papers review. It allows users to memorize details from papers in machine learning, computer vision, and natural language processing. The tool offers an extension to easily find back important findings from AI research papers, ML blog posts, and news. PaperClip's AI runs locally, ensuring data privacy by not sending any information to external servers. Users can save and index their findings locally, with offline support for searching even without an internet connection. The tool also provides the ability to clean data by resetting saved bits in one click.

cto.new is a completely free AI code agent that plans and ships code using the best AI models. It seamlessly integrates with various developer tools without the need for a credit card or API key. The platform is designed to assist developers in efficiently completing tasks, finding and fixing bugs, and working on tickets. Trusted by teams, cto.new aims to streamline the coding process by leveraging AI technology.

Pythagora is the world's first all-in-one AI development platform that allows users to build production apps quickly and efficiently. With Pythagora, users can go from prompt to production seamlessly, with frontend development in minutes and backend development in hours. The platform offers a complete technical stack, smart inline code review, one-click deployment, and full code ownership, making app development faster and smarter.

Questflow is an AI-powered platform that offers a range of products to automate tasks, gather user feedback, design and deploy AI agents, and track on-chain transactions in real-time. It empowers teams and innovators worldwide by providing tools to streamline processes and enhance productivity. With a focus on user feedback and continuous improvement, Questflow aims to revolutionize the way businesses operate in the digital age.

Isomeric is an AI tool that utilizes artificial intelligence to semantically understand unstructured text and extract specific data. It transforms messy, unstructured text into machine-readable JSON, enabling users to extract insights, process data, deliver results, and more. From web scraping to browser extensions to general information extraction, Isomeric helps users scale their data gathering pipeline efficiently.

Vectara is a conversational search API platform designed for developers, offering best-in-class retrieval and summarization capabilities. It showcases conversational search capabilities and allows users to ask questions about the news, filter by source, and explore various topics. Vectara also supports personalized data queries and offers a free trial for easy access. The platform is built with grounded generation to minimize hallucinations, providing reliable and accurate results for users.

ThirdAI is an AI platform that offers a production-ready solution for building and deploying AI applications quickly and efficiently. It provides advanced AI/GenAI technology that can run on any infrastructure, reducing barriers to delivering production-grade AI solutions. With features like enterprise SSO, built-in models, no-code interface, and more, ThirdAI empowers users to create AI applications without the need for specialized GPU servers or AI skills. The platform covers the entire workflow of building AI applications end-to-end, allowing for easy customization and deployment in various environments.

The AI SDK is a free open-source library designed to empower developers to build AI-powered products. It offers a unified provider API, generative UI capabilities, framework-agnostic support, and streaming AI responses. The SDK has received high praise from developers for its ease of use, speed of development, and comprehensive documentation.

AnyAPI is an AI tool that allows users to easily add AI features to their products in minutes. With the ability to craft the perfect GPT-3 prompt using A/B testing, users can quickly generate a live API endpoint to power their next AI feature. The platform offers a range of use cases, including turning emails into tasks, suggesting replies, and accessing plain text JSON. AnyAPI is designed to streamline the integration of AI capabilities into various products and services, offering a user-friendly experience for developers and businesses alike.

Genesis Molecular AI is a pioneering molecular AI platform that builds and deploys GEMS, the AI Operating System for drug discovery. Their platform, including the model Pearl, empowers scientists to unlock tough protein targets and invent medicines with unprecedented potency and selectivity. Genesis combines AI and physics research to create a state-of-the-art platform for drug discovery, providing highly potent and selective drugs to address chemically complex targets. The company's success is attributed to a collaborative mix of minds across AI and biotech, working in iterative, interdisciplinary loops to discover and develop drugs for challenging targets.

Rawbot is an AI model comparison tool that simplifies the process of selecting the best AI models for projects and applications. It allows users to compare various AI models side-by-side, providing insights into their performance, strengths, weaknesses, and suitability. Rawbot helps users make informed decisions by identifying the most suitable AI models based on specific requirements, leading to optimal results in research, development, and business applications.

Convai is a Conversational AI platform that enables users to create intelligent characters with human-like conversation capabilities for games and virtual world applications. It offers an easy-to-use interface to design characters, connect them to assets, and engage in open-ended voice-based conversations. The platform focuses on enhancing user experiences in gaming, learning, and entertainment by providing AI-guided training applications and brand agents for various industries. Convai aims to revolutionize the way users interact with virtual worlds through cutting-edge Generative Conversational AI technology.

Base64.ai is an AI-powered document intelligence platform that offers a comprehensive solution for document processing and data extraction. It leverages advanced AI technology to streamline workflows, improve accuracy, and drive digital transformation for organizations. With features like Generative AI agents, workflow automation, and data intelligence, Base64.ai enables users to extract insights from structured and unstructured documents with ease. The platform is designed to enhance efficiency, reduce processing time, and increase productivity by eliminating manual document processing tasks.

Voqal is an intelligent voice coding assistant designed to provide software developers with natural speech programming capabilities. It offers customizable features, context extensions, and access to various compute providers, making coding more efficient and intuitive. Voqal's modes allow for easy navigation, coding, and confirmation, with the ability to switch between different modes seamlessly. The tool is designed to streamline the coding process and enhance productivity for developers of all skill levels.

Dev Radar is an open-source, AI-powered news aggregator that helps users stay up to date with the latest trends in software development. It provides curated articles on various topics such as JavaScript, Python, React, TypeScript, Rust, Go, Node.js, Deno, Ruby, and more. The platform leverages AI technology to deliver relevant and insightful content to developers, making it a valuable resource for staying informed in the rapidly evolving tech industry.

Frigate is an open source NVR application that focuses on locally processed AI object detection for security camera monitoring. It ensures privacy by performing all processing on the user's hardware, without sending camera feeds to the cloud. Frigate offers custom models through Frigate+ and is popular among privacy-focused home automation enthusiasts.