Knowledge Series: Building Efficient ML Pipelines
Introduction
In today’s data-driven world, building efficient machine learning (ML) pipelines is crucial for leveraging data to drive insights and business value. In the realm of machine learning, the creation of robust, scalable, and automated pipelines is not just a technical necessity but a strategic imperative.
… Continue readingFinalytica June 2024 : Latest Happenings
- According to Research and Markets, the demand for self-service analytics tools is rising as organizations empower non-technical users to make data-driven decisions. The global market for self-service analytics is expected to grow at a CAGR of 20% from 2024 to 2030, driven by the need for agile decision-making and user-friendly analytics platforms .
Knowledge Series: Use cases of Gen AI in Financial Services
Introduction
In the dynamic landscape of financial services Industry, the integration of Generative Artificial Intelligence (Gen AI) has emerged as a game-changer. In this article, we delve into the transformative applications of Gen AI, focusing on the role of Large Language Models (LLMs) such as GPT-3, BERT, and LLaMA, among others.
… Continue readingFinalytica May 2024 : Latest Happenings
- According to Fortune Business Insights, the global Big Data as a Service market size was valued at USD 26.16 billion in 2023. The market is projected to grow from USD 33.58 billion in 2024 to USD 178.84 billion by 2032, exhibiting a CAGR of 23.3% during the forecast period.
Finalytica April 2024 : Latest Happenings
- As per the report by Fortune Business Insights, the global artificial intelligence (AI) market has valued at USD 515.31 billion in 2023 and is projected to grow from USD 621.19 billion in 2024 to USD 2740.46 billion by 2032, exhibiting a CAGR of 20.4% during the forecast period (2024-2032).
Experiential Learning: BI Part II: From Data views to building BI Dashboards and Insights
Background:
Having extracted data from various Data sources and establishing robust data pipelines and creating comprehensive data views in previous stages, which we covered in our previous edition of Finalytica last month. In this article and in continuation of the process, we delve into building reports & dashboards and extracting actionable insights from the accumulated data.
… Continue readingExperiential Learning: Creating Data Views in various environments for complex BI Dashboard Creation
Creating Data Views in various environments for complex BI Dashboard Creation
Introduction:
In various BI implementations, we have addressed the need for efficient data pipelines to build complex BI reports from diverse sources. Here’s how we practically implemented robust data pipelines supporting advanced BI dashboards, utilizing cloud platforms like AWS and GCP, as well as on-premise solutions.
… Continue readingFinalytica March 2024 : Latest Happenings
- As per the article by TECHCiRCLE, India’s digital economy is driving significant growth in the data center market, projected to hit $4.5 billion by 2025 with a CAGR of 12%, highlighting the vital role of data infrastructure in meeting evolving technological needs.
Finalytica February 2024 : Latest Happenings
- As per the report by Fortune Business Insights The global data analytics market size was valued at $41.05 billion in 2022 and is projected to grow from $51.55 billion in 2023 to $279.31 billion by 2030, exhibiting a CAGR of 27.3% during 2023-2030.
Experiential Learning: Leveraging Narrator on Public domain data for Analytics
Leveraging Narrator on Public domain data for Analytics
Introduction:
Many organizations use Business Intelligence (BI) tools for their conventional & core data, such as Dashboarding for reporting. Narrator is also used by many organizations for their reporting, dashboarding, insighting on the core data on a day-to-day basis
However, in the last few years, Narrator has also emerged as one of the tools where you can host your alternate data like data sourced from public domain or portals etc.
… Continue readingTrends and Forecasts for Data Analytics, AI & Fintech Industry for the year 2024
- Industry forecasts for the Years 2024-25 in Numbers:
- India IT spending is projected to total $124.6 billion in 2024, an increase of 10.7% from 2023, according to the latest forecast by Gartner, Inc. While investments in artificial intelligence (AI) and generative AI (GenAI) will contribute to IT spending growth in India, their impacts on IT spending levels will not be evident until 2025.
Best of G-Square’s Knowledge Series & Experiential Learning articles of the Year 2023
1. Enhancing Credit Facility In Credit Cards through ML Modelling
Predictive modelling using 12 months of historical data to identify credit card customers likely to convert retail balances to instalments. Utilize 6000 features for targeted marketing campaigns, enhancing customer engagement through channels like emails and push notifications.… Continue reading