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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,…
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…
Machine Learning (ML) is a transformative field that empowers computers to learn patterns and make predictions without explicit programming. In this tech concept, we’ll explore key ML techniques, delving into their principles and providing practical examples using Python and scikit-learn. Linear Regression: Linear regression establishes a linear relationship between input variables and a continuous outcome,…
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…
With ever changing landscape of tech-driven world, cloud computing has become the backbone of countless businesses, offering scalable and efficient solutions to meet diverse needs. Among the leading cloud service providers, Amazon Web Services (AWS), Google Cloud, and Microsoft Azure have emerged as dominant players. Numerous individuals reached out to me, urging me to help…
Data analytics has become an indispensable skill in today’s data-driven world. Whether you are a beginner or an experienced professional looking to upskill, starting your data analytics journey can be both exciting and overwhelming. Allow me to be your steadfast guide on comprehensive step-by-step process to help you get started with data analytics. From understanding…
Jupyter Notebooks have emerged as a versatile tool for interactive coding, data exploration, and documentation. This Tech Concept, showcase evolution of Jupyter Notebooks, a sample code snippet and its corresponding result set, explore some of the best use cases, and conclude with an invitation to try it out yourself. Evolution of Jupyter Notebooks Jupyter Notebooks…
Django, renowned as a powerful web framework for Python, can also be harnessed effectively for developing microservices. Let’s explore Django’s capabilities as a microservices framework, dive into its best use cases, provide a sample code snippet, showcase how to deploy Django microservices on the AWS cloud platform, and conclude with a microservice that utilizes rich…
