BRIGHTCODE – Michał Żarnecki Portfolio

E-learning course: Machine learning – how to use the potential of data to get better results and make smart decisions

Posted on 3 January 2024  in lectures

Course scenario:

1. Definition and applications of machine learning
   • Data deluge and the definition of machine learning
   • Machine learning examples and related fields of knowledge
   • Types of machine learning
2. Machine learning tools used in the course
   • Programs used in the course
   • Orange Data Mining
   • Jupyter Lab
3. Supervised machine learning
   • Machine learning process
   • Data collection, labeling and analysis
   • Feature engineering and division into training and testing sets
   • Model training and evaluation
   • Model export, corrective actions
   • Regression example
   • Classification example

(more…)

AWS, CNN, langchain, LLM, Machine Learning, NER, NLP, Python, RAG, reinforcement learning, RNN, ScikitLearn, supervised ML, tensorflow, time series, unsupervised ML

[Top]