Tuesday, March 7, 2023

Data Analysis And Visualization











About:

I am really experienced in data science and machine learning. I have strong knowledge of Python and its frameworks and libraries. Also, I can use R to deliver the same results



I can also handle any project related to these:

  • Data Cleaning and Structuring
  • Multi-Class / Binary Classification
  • Clustering Related Problems ( KMeans, DBSCAN, HDBSCAN, Hierarchical Clustering)
  • Data Analysis (Pandas, Numpy, Others)
  • Data Visualisation ( Matplotlib, Seaborn)
  • Causal and Statistical Inferences
  • Dimensionality Reduction
  • Supervised Learning
  • Unsupervised Learning
  • Optimizing models using cross-validation
  • Report on results



Also, I am able to make predictions based on your data (e.g. make forecasts based on trends).

Using:

  • Linear and Multivariate Regression
  • Logistic Regression
  • Decision Trees
  • Random Forests
  • Kernelized SVM
  • Naive Bayes
  • KNN-Classifier
  • K-Means
  • Gradient Boosting
  • Neural Network



I mostly work in Jupyter Notebook, but .py files are also possible.



Hit me up to discuss more options :)



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