Let's master the essentials of data science and analysis with Python, Pandas and NumPy. We can create intelligent Machine Learning and AI models that will advance your knowledge and expertise.
✅ Analyze and manipulate data like a pro using industry‑standard tools.
✅ Build predictive models that can solve real‑world business problems.
✅ Leverage AI to unlock insights and create value across industries.
✅ Position yourself for high‑paying roles such as AI Researcher, Machine Learning Engineer, or AI Developer.
| Name | Description |
|---|---|
| blockchain-regression | Linear regression of transactions |
| overfitting-underfitting | MatPlotLib for overfitting and underfitting |
| demographic_analysis | Comprehension analysis of demographic job data using Pandas |
| mean-variance | Numpy function to calculate mean, variance, and standard deviation of an array |
| object-detection | Image multi-object detection using huggingface yolos-tiny model |
| polars_sql | DataFrame faster than Pandas for performance and scalability |
| sentiment-demo | Sentiment text analyzer and vectorizer |
| text_to_image | Text-to-image generator using stable-diffusion early transformers |
| chatbot_vectorizer | How vectors from text are create using TF-IDF which finds similarities. |
| snake_game_tf | Snake game training itself to win using TensorFlow |