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The majority of data generated today is unstructured, existing in formats such as emails, social media posts, customer reviews, and legal documents. Extracting meaningful insights from this raw text is challenging. This is where Natural Language Processing (NLP) comes in. NLP enables machines to understand, analyze, and structure unstructured text data into a more usable format. Over…
Hugging Face is an essential platform for AI and machine learning enthusiasts, offering a treasure trove of resources, pretrained models, and easy-to-use tools. If you’re just starting with AI, ML or Natural Language Processing (NLP), you’ve come to the right place. For ~20 years in corporate experience, I’ve been part of building the future of tech,…
Legacy datasets often bring unique challenges, especially when dealing with mixed or unknown encodings. Encoding errors can corrupt text, create unreadable characters, or cause application crashes. Detecting and fixing these issues is crucial for maintaining data integrity and usability. In my 20-year tech career, I’ve been a catalyst for innovation, architecting scalable solutions that lead…
In today’s data-driven world, machine learning (ML) plays a crucial role in extracting valuable insights from massive datasets. Often, this data resides in Hadoop Distributed File System (HDFS) and is queried and processed using Apache Hive. I’ve spent ~20 years in the tech industry, working alongside organisations to navigate the complexities of technological change. I…
In the era of big data, machine learning (ML) drives innovation. Vast data volumes demand robust processing frameworks. Hadoop, with its distributed computing and storage capabilities, empowers ML workflows on massive datasets. For over two decades, I’ve been igniting change and delivering scalable tech solutions that elevate organizations to new heights. My expertise transforms challenges into…
The world of Machine Learning (ML) opens doors to a realm where algorithms learn from data to make predictions and decisions. In this tech concept, we’ll unravel some fundamental ML techniques and provide concise Python code snippets to illustrate their application. Let’s dive into the fascinating universe of ML and witness the magic of algorithms…
In today’s data-rich world, analytics has emerged as the guiding light, illuminating the path towards informed decision-making, innovation, and growth. Drawing from my personal experience at the helm of an analytics department, I’ve witnessed firsthand the profound impact of analytics, especially when driven by cutting-edge AI technologies. This potent combination has allowed us to not…
When it comes to cloud computing, Currently my personal favourate is Amazon Web Services (AWS), offering a wide range of prebuilt architecture designed for on-demand utilization. AWS provides an extensive suite of cloud services and solutions that cater to a wide range of architectural needs. Let’s embark on a journey to explore how AWS revolutionizes…
