How to leverage AI: Introducing DatViz Ai
In just a short span of 18 months, the world has been captivated by this awkward-sounding Artificial Intelligence application called ChatGPT. So, what’s the buzz about ChatGPT? ChatGPT is a variant of the GPT (Generative Pretrained Transformer) language model that is fine-tuned to generate human-like text in a conversational style. It is designed to simulate a human chat partner in a natural and coherent manner, capable of understanding context and generating responses based on previous dialogue. Diving deeper, let’s explore the Generative Transformer Model. A generative transformer model is a type of artificial intelligence algorithm designed for natural language processing. It uses the transformer architecture, which relies on self-attention mechanisms to process input data in parallel and generate output text. This allows the model to efficiently handle long-range dependencies in text, making it effective for tasks like translation, summarization, and text generation.
At the heart of it all lies the Artificial Intelligence Algorithm, a set of rules or instructions designed to perform tasks that typically require human intelligence from learning and reasoning to problem-solving and language comprehension. AI algorithms can learn from data and improve over time, allowing them to make decisions or predictions in complex situations.
As we embrace this AI-driven era, we ponder how best to harness the potential of ChatGPT? The creators assert that the possibilities are limitless which encourages millions of users to try and integrate AI in their business processes. With now 180 million users and 600 million visits per day, AI is only going to become smarter and faster as users feed knowledge and domain expertise into the system and as ChatGPT gain more funding for ongoing development. And so it did! Just a week ago OpenAi announced that it has secured USD6.6B funding.
ed $6.6B in new funding at a $157B post-money valuation to accelerate progress on
With a rich background in data analysis and predictive analytics, our team have directed our focus towards leveraging AI for one of the most intricate and pivotal business processes - data analytics. Using OpenAI ChatGPT 4o model, we developed DatViz Ai as an AI Assistant to help in simple to complex data analysis work. DatViz Ai is a fusion of AI algorithms and advanced statistical methods designed to process and interpret vast data sets. Through ChatGPT prompts, DatViz Ai deciphers patterns and trends, revolutionizing the data analysis and visualization landscape. DatViz Ai when used in any research or business, in any industry will help significantly in streamlining the data processing workflow. As many data analysts very well know, traditional data processes often involve manual entry, cleaning, and manipulation of datasets before they can even start analyzing. With AI, data cleansing processes can be automated, significantly reducing the time and effort required for data preparation. DatViz Ai in particular can identify outliers or missing values in datasets and suggest appropriate actions to address them. DatViz Ai can handle large datasets effortlessly, saving valuable time for analysts who can focus on interpreting results rather than wrangling with raw data. Coding and debugging has been done for the users to allow them to interact with their data seamlessly and naturally.
DatViz Ai transcends traditional descriptive statistics by integrating sophisticated analytics techniques, including correlation, regression, hypothesis testing, and predictive analytics.
Subscribe to free trial today and discover how DatViz Ai can make your work easier, improve your productivity, and enhance your chances of success.
//Composition by Deepdata. Credits to Copilot for definitions of ChatGPT, GPT and AI and for enhancing this write-up.