Analysis of NVIDIA Stock Trends Using the Gemini API and AI

In the era of artificial intelligence, I invested in an in-depth examination of NVIDIA’s stock trends up until June 2024. By leveraging the Gemini API and advanced AI techniques, it was possible to observe and interpret stock trend charts over time with enhanced precision and insight.

Methodology:

  • Tools Used: For the static analysis, I employed Python with Matplotlib, which enabled me to generate detailed visualizations of the stock price fluctuations.
  • AI Integration: With the help of the Gemini API, I integrated financial data with AI to forecast trends and gain a deeper understanding of NVIDIA’s stock behavior.

Requirements

To use this repo, you will need the following:

  • Download the dataset from Kaggle: https://www.kaggle.com/datasets/programmerrdai/nvidia-stock-historical-data
  • Clone this repository to your local machine.
  • Install the libraries: pip install google-generativeai, pillow, matplotlib.
  • Generate the Key in Google AI Vertex. (some regions might be paid)
  • https://cloud.google.com/vertex-ai/generative-ai/

Code

Trend

Results / OUTPUT from GEMINI

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