Analytics Vidhya
DECEMBER 13, 2023
Introduction Large Language Models (LLMs) have revolutionized how we interact with computers. However, deploying these models in production can be challenging due to their high memory consumption and computational cost.
Analytics Vidhya
FEBRUARY 23, 2024
The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. This phenomenon […] The post Top 7 Strategies to Mitigate Hallucinations in LLMs appeared first on Analytics Vidhya.
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Analytics Vidhya
JANUARY 29, 2024
We use methods like turning images or flipping them to make our model learn better. This helps for our learning model […] The post Amplifying Deep Learning: A Dive into Data Augmentation Strategies appeared first on Analytics Vidhya. But our datasets are becoming more complicated.
Analytics Vidhya
FEBRUARY 22, 2024
Introduction In the past, Generative AI has captured the market, and as a result, we now have various models with different applications. The evaluation of Gen AI began with the Transformer architecture, and this strategy has since been adopted in other fields. Let’s take an example.
Speaker: Shreya Rajpal, Co-Founder and CEO at Guardrails AI & Travis Addair, Co-Founder and CTO at Predibase
Large Language Models (LLMs) such as ChatGPT offer unprecedented potential for complex enterprise applications. However, productionizing LLMs comes with a unique set of challenges such as model brittleness, total cost of ownership, data governance and privacy, and the need for consistent, accurate outputs.
Analytics Vidhya
JANUARY 8, 2024
The article takes you into the transformative role that MLOps strategies play in revolutionizing sales conversion success. As businesses strive for heightened efficiency and enhanced […] The post MLOps Strategies for Sales Conversion Success appeared first on Analytics Vidhya.
Analytics Vidhya
SEPTEMBER 11, 2023
RLHF for high performance focuses on understanding human behavior, cognition, context, knowledge, and interaction by leveraging computational models and data-driven approaches […] The post RLHF For High-Performance Decision-Making: Strategies and Optimization appeared first on Analytics Vidhya.
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. Aarushi Kansal, AI leader, is here to explore ongoing testing and evaluation strategies tailored specifically for LLM-based applications. It’s no surprise given the non-deterministic nature of LLMs.
Advertiser: Data Robot
Capitalizing on the incredible potential of AI means having a coherent AI strategy that you can operationalize within your existing processes. The importance of governance in ensuring consistency in the modeling process. But it’s not always easy for organizations to do. AI storytelling in communicating value to your organization.
Advertiser: Data Robot
It may require changing your operation models and finding the right guidance to realize the full breadth of capabilities. Key questions for executives and leaders to answer about their AI strategy. Democratizing AI through your organization requires more than just software. Aligning AI to your business objectives. Building trust in AI.
Speaker: Gertjan de Lange
If the last few years have illustrated one thing, it’s that modeling techniques, forecasting strategies, and data optimization are imperative for solving complex business problems and weathering uncertainty. Experience how efficient you can be when you fit your model with actionable data. Watch this exclusive demo today!
Speaker: Bob Webber, VP Product Flow Optimization, Construx
This webinar is for engineering and product leaders who are struggling to find an innovation strategy that works. Bob Webber, a thought leader in innovation, has developed a new model that explains why some organizations become innovative while others never do. In this discussion, you will learn: A new innovation model.
Speaker: John Cutler, Product Evangelist and Coach at Amplitude
Even brick and mortar businesses are integrating more digital approaches to CX -- testing out loyalty programs and subscription-based models. In this session, you will learn: How to shift your ecommerce strategy to encompass a more product-based ideology. How product data can optimize your subscription and loyalty models.
Advertiser: ZoomInfo
The evolution of every high-functioning, effective customer success strategy centers around three C’s: connected experiences, an engaging customer journey, and a culture built on customer-centricity. Develop an effective customer health scoring model to mitigate churn and identify opportunities across your customer base.
Speaker: Megan Brown, Director, Data Literacy at Starbucks; Mariska Veenhof-Bulten, Business Intelligence Lead at bol.com; and Jennifer Wheeler, Director, IT Data and Analytics at Cardinal Health
Join data & analytics leaders from Starbucks, Cardinal Health, and bol.com for a webinar panel discussion on scaling data literacy skills across your organization with a clear strategy, a pragmatic roadmap, and executive buy-in. Best practices, pitfalls, practical first steps and models to scale adoption and continuously improve.
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