Machine Learning Algorithm Development
ayoub amine
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Full projects :
Importing data from various sources (CSV, Excel, XLS, etc.)
Cleaning and pre-processing the data
Filtering, aggregation, joining, handling outliers, and missing values
Data visualization
Machine learning and data analysis using Python
Classification and regression problems
Clustering problems (KMeans, DBSCAN, HDBSCAN, Hierarchical Clustering, etc.)
Data analysis using Pandas and Numpy
Data visualization using Matplotlib and Seaborn
Predictive modeling
· Natural language Preprocessing (NLP)
· Sentiment analysis
· Optimization
· Mathematics
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Posted May 8, 2023
Developed a machine learning algorithm with Python that optimized production processes and reduced manufacturing costs by 30% through predictive maintenance.
