Image Credit: Analytics Drift
2024 brings new horizons for data scientists: mastering these key skills will be crucial for success and innovation.
Ability to deploy open-source models like Llama-2: Navigating and utilizing cutting-edge models to drive analysis and insights.
Mastering the art of fine-tuning: Enhancing open-source models for tailored solutions and improved performance.
Embracing regional AI: Leveraging open-source Indian LLM models to meet localized demands and understand nuanced data.
Specializing to excel: Fine-tuning open-source models to outperform GPT-4 in specialized tasks, setting new benchmarks in AI capabilities.
Cultivating the craft of prompt engineering: Developing the skill to provide precise prompts, extracting maximum value from AI models.
Staying ahead: Embracing continuous learning and staying abreast of the latest tools, techniques, and models in the rapidly evolving field.
Building bridges: Enhancing collaboration and communication skills to work effectively across interdisciplinary teams and convey complex ideas.
Championing ethical AI: Understanding and applying ethical principles in model development and data handling to ensure responsible and fair outcomes.
2024 and beyond: Data scientists equipped with these abilities will not only flourish but also drive the future of AI and data analytics.
Produced by: Analytics Drift Designed by: Prathamesh