Dimensionality Reduction: Signal vs. Noise in Machine Learning

We’ve all been there: you get a new dataset, and your first instinct is to understand what’s happening beneath the surface. Which features matter most? What relationships exist in the data? How can we visualise complex high-dimensional information? How do we use dimensionality reduction when using ML! This was precisely the situation described in a … [Read more…]

Beyond the Hype: What are the Dangers of AI

In recent months, discussions about the “Dangers of AI” have become ubiquitous across social media, news outlets, podcasts, and various other platforms. But what exactly makes artificial intelligence dangerous? Is it the sci-fi scenario of machines becoming conscious and taking over the world, or are there more nuanced and immediate concerns we should be addressing? … [Read more…]

Website Analytics Platform : Different Perspectives

In today’s data-driven web development landscape, choosing the right Website Analytics Platform is crucial for understanding user behaviour and improving your website’s performance. We’ve compiled insights from real developers discussing their preferred analytics solutions, highlighting the strengths and use cases of each tool. This is summarisation of a Reddit Post here Matomo Overview: Self-hosted analytics … [Read more…]

Regulations in AI: Balancing Innovation and Safety

In a recent statement that has sparked considerable debate in the tech community, Elon Musk advocated for the complete removal of regulations in AI. Stating that “Regulations, basically, should be default gone… Not default there, default gone.” His argument suggests that market forces alone should govern AI development, with regulations only being implemented retroactively if … [Read more…]

Key Lessons From Failed Startups

In the dynamic world of startups, failure often serves as the greatest teacher. A recent discussion among entrepreneurs over Reddit revealed valuable insights from their experiences with failed ventures. This comprehensive analysis breaks down the key lessons learned from various crucial aspects of a failed startups! Customer and Market Validation The most emphasised lesson across … [Read more…]

The AI Revolution in SaaS: Evolution or Extinction?

As artificial intelligence continues to transform industries across the board, a heated debate has emerged about its impact on the Software-as-a-Service (SaaS) sector, particularly vertical SaaS companies that provide specialised solutions for specific industries. While some predict the obsolescence of traditional SaaS models, others see opportunities for evolution and enhancement. Let’s dive deep into this … [Read more…]