Engineer at heart

  Deakin Business School I am thrilled to share some exciting news. 3 months ago, I was selected by Upgrad and accepted by Deakin University to join their esteemed Master of Business Administration (MBA) program through distance learning. This flexible arrangement allows for a better work-life balance. Deakin University stands as 1 of Australia's top institutions, particularly celebrated for its Business School. While I take great pride in this accomplishment, I must also recognize the demanding nature of their program, which presents significant challenges in both content and assignments. The university collaborates with renowned Industry Experts and holds a prestigious license from Harvard Business School, benefiting many Enterprise Business partners. This partnership allows students to engage in various coursework and assignments. Additionally, they offer live streaming sessions to resolve doubts and provide opportunities for students to meet with experts 1-on-1. Over the next 2...

  The evolution of Large Language Models (LLMs) over the last 12 months has been a fascinating journey, marked by advancements in both research and applications. From improved architectures to novel use cases, let's delve into the key developments that have shaped the landscape of LLMs. 1. Architectural Advancements: Over the past year, there have been significant strides in refining LLM architectures. Researchers have been experimenting with novel approaches to enhance model performance, efficiency, and training speed. Transformers, the foundational architecture for LLMs, have seen various modifications to address limitations and improve overall capabilities. 2. Scaling Up: One notable trend has been the continuous effort to scale up LLMs. Larger models, such as GPT-4, have been introduced, pushing the boundaries of what was previously thought possible. Scaling up not only improves the model's capacity to understand context but also contributes to achieving state-of-the-art re...

Source: Free Image TOGAF (The Open Group Architecture Framework) is an enterprise architecture methodology that offers a systematic approach to business transformation and software development. It provides a high-level framework to help organizations define their business goals and align them with architecture objectives. By following TOGAF, businesses can streamline their development processes, reduce errors, stay on budget, and achieve alignment between IT and business units. In this article, we will explore the significance of TOGAF and how it can contribute to successful business transformation. Understanding the TOGAF Framework TOGAF was developed by The Open Group in 1995 and has been widely adopted by global companies, including 80% of the Global 50 and 60% of the Fortune 500. This recommended framework provides a comprehensive set of tools, guidelines, and best practices to support enterprise architecture development. While businesses are not required to implement TOGAF in it...

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Introduction to MLops Source: ml-ops.org Machine Learning Operations, also known as MLops, is a crucial aspect of the modern data-driven world. As machine learning models become more complex, and organizations strive to derive meaningful insights from vast amounts of data, the need for a streamlined and efficient MLops framework has become paramount. In this article, we will explore what MLops is, why it is important, and how it can be implemented to build a successful and scalable machine learning infrastructure. What is MLops and Why is it Important? Source: zenml.io MLops refers to the practices, processes, and tools used to streamline and automate the deployment, monitoring, and management of machine learning models in production environments. It combines the principles of software engineering, data engineering, and operations to ensure the smooth integration and operation of machine learning systems. The importance of MLops lies in its ability to bridge the gap between data scie...

  Image Source: FreeImages Introduction to Enterprise Architecture Enterprise architecture is a strategic approach that helps organizations align their business goals with their IT infrastructure and technology initiatives. It provides a blueprint for designing and implementing a holistic and scalable system that supports the organization's objectives. As an aspiring enterprise architect, understanding the fundamentals of enterprise architecture is crucial to your success in this field. The Role of an Enterprise Architect An enterprise architect is responsible for designing, planning, and implementing an organization's enterprise architecture. They work closely with stakeholders, such as business leaders, IT teams, and project managers, to ensure that the architecture aligns with the organization's goals and objectives. Enterprise architects serve as the bridge between business and technology, translating business requirements into technical solutions. To excel in this...