I have a vast experience in deep and machine learning. I have strong knowledge of Python and its frameworks and libraries.
I have my experience in projects related to these:
- Classification Related Problems
- Regression Related Problems
- Data Analysis (Pandas, Numpy, Others)
- Data Visualisation ( Matplotlib, Seaborn)
- Data Cleaning
- Causal and Statistical Inferences
- Dimensionality Reduction
- Supervised Learning
- Unsupervised Learning
- Optimizing models using cross-validation
Different models that I will use to predict your data are such as:
- Linear and Multivariate Regression
- Logistic Regression
- Decision Trees
- Random Forests
- Kernelized SVM
- Naive Bayes
- KNN-Classifier
- K-Means
- Gradient Boosting
- Neural Network
- Others
Frameworks:
- Jupyter Notebook
- Pycharm
- Google Colab