Building Neural Networks from the Grounds Up: A Hands-on Exploration of the Math Behind the Magic — If you have studied linear algebra, calculus and statistics in high school and/or college, chances are that you have more of a head-start to machine learning and deep learning than you realize. Let us explore the mathematics and intuition behind Logistic Regression and a Multi-Layered Neural Network.

A Step-by-Step Guide to Fine-Tuning Bloomz-3b for Personalized and Engaging Email Generation to Maximize Customer Retention — As businesses look to optimize cost in a tighter economic climate, it is tough to justify large customer acquisition campaigns. It is now more important than ever for SaaS businesses to focus religiously on customer retention. Customer retention is tough, if you only approach your customers during the renewal cycle…

Developing a custom AI Chatbot for specific use cases — Overview Unless you are living under a rock, you may have played around with ChatGPT or Bard and I am sure you were fascinated by the human-like conversation that these models can generate. You might be thinking about getting access to an API and experimenting for your business use cases. …

Unlocking the Power of Machine Learning for More Efficient Financial Due Diligence — As the whole world is being revolutionized with Artificial Intelligence, a lot of automation has also been implemented in the M&A due diligence process. If you utilize one of the top legal firms, there is a high likelihood that an AI tool is taking a first pass through the contracts…

Understand why an effective RevOps strategy is important for acquiring and retaining customers — Every business understands the need for an effective go to market (GTM) function to drive the growth of the business and oftentimes an answer to slowing growth is to hire more sales reps and superstar sales leaders to reignite the engine. This simplistic strategy works when the business is small…

Get a Better Understanding of What Data is Captured and How to Utilize that to Drive Customer Retention — As the cost of money is increasing and additional funding is coming with ‘additional strings attached’, it is now more important than ever for SaaS businesses to focus more religiously on customer retention. Investors are no longer buying the ‘growth at all cost’ story and are pushing to see a…

Examining the current Encryption Algorithms and the potential consequences of advances in quantum computing on the security of RSA and AES encryption algorithms — It may not come as a surprise to a regular internet user that generally all internet traffic can be intercepted. What may come as a surprise is that it is extremely easy to intercept internet traffic. For a number of years now, encryption has played a crucial role in securing…

A Comprehensive Guide for Founders to Ensure a Fair Outcome for Both the Company and Investors As a startup founder, securing funding from venture capital is a critical step in converting your idea into reality. As valuations for public companies have plummeted and the cost of money is increasing, VCs…

The key is to effectively manage your cashflow and understand your market — As the cost of money is increasing and the cost of living has not yet dwindled, the era of free money for SaaS businesses seem to be stalling. For the first time, the founders are being forced to ‘think out of the box’ and come up with strategies other than…