Beetroot
AI/ML
AI/ML
A leader’s go-to source for impactful technology, productive team management, healthy workplace culture, and sustainable business solutions
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- AI/ML
- EdTech
8 min readTop 10 Rising AI Education Startups to Watch in 2025AI is revolutionizing the EdTech sector, with its market value projected to reach $55.3 billion by 2032. While tech giants like IBM, Microsoft, and Google lead the way, numerous AI EdTech startups are emerging, offering personalized, data-driven services. Despite challenges like data quality and privacy, the potential of AI in education is immense. This article delves into AI EdTech startups that are pivotal for industry leaders to watch.Read moreNick TikhomirovOctober 25, 2024 -
- AI/ML
- Green Tech
9 min readAI in GreenTech and Sustainability: Trends and ApplicationsDiscover the impact of artificial intelligence on green technology and sustainability. This article explores key AI trends—ranging from Generative AI and Applied AI to Edge AI and Quantum AI—and their relevance and applications for sustainable solutions. Learn about the challenges and the importance of responsible AI development, governance, and tech partnerships in driving eco-friendly innovation for a greener future.Read moreUlyana PaliychukSeptember 13, 2024 -
- AI/ML
- Health Tech
11 min readAI in Mental Health Care Solutions: Opportunities and Challenges for Tech CompaniesMental health challenges are a significant global concern, affecting millions of people worldwide. While AI cannot replace human therapists, it has the potential to bridge the gap between the growing demand for mental health services and the shortage of medical professionals. Read more to explore the role of AI in mental health care, its benefits and challenges, real-world use cases, and opportunities for tech leaders to leverage AI for healthcare innovation.Read moreThe Beetroot TeamAugust 02, 2024 -
- AI/ML
- EdTech
8 min readInternet Of Things In Education TechThe article explores how the Internet of Things (IoT) is transforming education by enhancing resource management, personalizing learning, and making education more interactive and accessible, while also delving into EdTech and IoT's key factors for implementation and future potential. Highlighting the significant market growth and smart educational environments, it underscores IoT's crucial role in ensuring the relevance and sustainability of the education sector.Read moreThe Beetroot TeamJuly 25, 2024 -
- AI/ML
7 min readBeyond ChatGPT: How Claude and Other AI Assistants Stack UpWith the rise of large AI models and numerous AI assistants, choosing the right one for your tasks can be daunting. This article explores some of the most powerful systems on the market, evaluating how they compare and where they excel. From generalists like ChatGPT to specialized assistants like Claude, we'll uncover their unique capabilities to help you make an informed decision.Read moreNikita TkachovJune 21, 2024 -
- AI/ML
10 min readHow Will AI Affect Software Development?While AI is transforming certain aspects of software development, the unique skills and creativity of humans ensure that this profession will continue to thrive and evolve, complementing AI advancements rather than becoming obsolete. In this article, we explore AI’s impact on software development and what this means for specialists in the field and businesses.Read moreNikita TkachovFebruary 16, 2024 -
- AI/ML
- Green Tech
9 min readHow ML Can be Used in Predictive Maintenance for Green Tech Solutions?As ML algorithms become more advanced, businesses get more opportunities to harness data for smarter decision-making. In this article, we explore how exactly machine learning for predictive maintenance works in practice and how you can leverage these solutions within your organization.Read moreNick TikhomirovJanuary 12, 2024 -
- AI/ML
- EdTech
- Green Tech
- Health Tech
8 min readWhat are the Advantages and Disadvantages of Using AI in Development?In this article, we explore how navigating the challenges of AI adoption can lead to a balanced and informed approach to leveraging AI's potential in software development.Read moreThe Beetroot TeamDecember 21, 2023 -
- AI/ML
- EdTech
- Green Tech
- Health Tech
7 min readSelecting the Right Data Annotation PartnerIn this article, we explore the critical role of the data annotation process in successful AI and ML adoption and share insights on choosing a reliable tech partner committed to ensuring your project’s success.Read moreThe Beetroot TeamDecember 01, 2023 -
- AI/ML
5 min readDecoding the Computer Vision Engineer Interview: Questions and AnswersThis article offers a comprehensive guide, featuring a range of interview questions on computer vision, tailored to help you assess candidates thoroughly.Read moreThe Beetroot TeamNovember 24, 2023 -
- AI/ML
7 min readAI Integration in Education: Building & AutomatingArtificial intelligence stopped being a competitive advantage and has become the new standard for businesses that want to excel. Incorporating AI may be intricate, costly, and simply confusing at times. So, where do you start? To answer this question, Beetroot invivted three industry experts with an in-depth understanding of the matter to talk about AI in EdTech.Read moreThe Beetroot TeamNovember 17, 2023 -
- AI/ML
- EdTech
10 min readNavigating Top Concerns Around AI in EdTechArtificial intelligence is already becoming a staple in the EdTech field: by 2032, the AI in education market size is predicted to reach $30 billion. The question is, how will AI affect education and those involved in the process? And even more importantly, how do we address the concerns and challenges that inevitably come with this technology?Read moreThe Beetroot TeamNovember 03, 2023 -
- AI/ML
- EdTech
- Productivity
7 min readScaling AI for Success: Considerations on AI Advancement in EdTechIn today’s article, we explore the key factors and considerations of future-proof AI scaling for EdTech, including the role of data in AI advancement, the importance of data quality, and best practices of AI optimization in the context of business-specific requirements in organizations.Read moreUlyana PaliychukOctober 27, 2023 -
- AI/ML
4 min readHiring Data Scientists: Must-Ask Interview Questions for Tech LeadsThe process of identifying top-tier talent in Data Science is as nuanced as the data models these professionals are expected to build. In the spirit of our previous guide on data annotation interview questions, we've compiled a new set of critical questions. This guide is tailored to help you hire Data Scientists who can not only manipulate data but also derive meaningful insights that drive business decisions. Let's explore these questions in detail.Read moreThe Beetroot TeamOctober 20, 2023 -
- AI/ML
- EdTech
7 min readAI in EdTech Market Landscape: Stats, Opportunities, and ChallengesThis article provides an overview of AI development in education technology, highlighting key market statistics and trends that will impact the industry in the coming years to help you make informed decisions on your AI journey.Read moreUlyana PaliychukOctober 13, 2023 -
- AI/ML
- EdTech
8 min readEdTech AI Developer: Skills & SalariesArtificial intelligence is, without exaggeration, transforming the educational sector, making it possible to finally shift from old-school textbooks to engaging techniques tailored to different learning needs. A fundamental understanding of essential EdTech AI developers’ skills, the salary ranges for various roles in AI, and cooperation options can help organizations achieve cost efficiency while making full use of AI technologies. And that is precisely what we focus on in this article.Read moreThe Beetroot TeamOctober 06, 2023 -
- AI/ML
4 min readHow to Build an AI Team: Balancing Technical Skills with Emotional IntelligenceIn today's fast-paced digital landscape, building a high-performing AI team goes beyond technical expertise. This article delves into the critical role of soft skills like empathy, adaptability, and communication in AI development. We also explore Beetroot's unique approach to building sustainable teams, emphasizing mental well-being and purpose-driven work.Read moreThe Beetroot TeamSeptember 08, 2023 -
- AI/ML
7 min readHiring Guide: Must-Ask Data Annotation Interview Questions for Team LeadsIn the context of data annotation interview questions, the focus should be holistic, encompassing current practices and visionary foresight. Leverage this curated set of questions to ensure a comprehensive evaluation that not only gauges technical competence and leadership skills but also aligns with the broader vision of AI's evolution.Read moreThe Beetroot TeamAugust 17, 2023
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