I will do machine learning and data science projects

I have 2+ years experience in machine learning. I will do projects related to following:

=> Machine Learning / Deep Learning

> Decision tree

> Gradient Boost, Random forest

> SVM

> XGboost

> Kmeans clustering

> Dimensionality reduction

> Linear regresssion

> Logistic regression

> Neural network, CNN, ANN, GANs

> Transformer, Vision transformer

> LLMs

> Prompt engineering

=> Data Science and analysis

> Statistical analysis

> Pandas, Numpy, Dask

=> Data Visualization

> Bar charts, Pie charts, Scatter plot, Histogram, Heat map

> Seaborn, Matplotlib

=> Computer Vision

> Object Detection

> Anomaly Detection and segmentation

> Image classification

=> Natural Language Processing (NLP)

> Sentiment analysis, summarization, translation

> NLTK, RE, Python

=> Generative AI

> Large Language Models (LLMs)

> ChatGPT, Bard, Langchain, Llama index

Tools; Tensorflow, pytorch, linux

IDE : Jupyter notebook, anaconda