AiSolutionPK | Machine Learning & AI

Machine Learning & AI

Gain in-depth knowledge of Machine Learning and Artificial Intelligence, from data preprocessing to advanced deep learning and deployment.

Duration: 10 weeks

ML

Course Outline

Module 1: Introduction to Machine Learning
Module 2: Introduction to Data Science and its Applications
Module 3: Exploratory Data Analysis using Pandas & NumPy
Module 4: Data Visualization using Matplotlib, Seaborn, etc.
Module 5: Data Engineering and Preprocessing
Module 6: Web Scraping
Module 7: Supervised Learning - Regression
Module 8: Supervised Learning - Classification
Module 9: SVM, KNN & Naive Bayes
Module 10: Ensemble Methods and Boosting
Module 11: Clustering and Dimensionality
Module 12: Model Evaluation and Hyperparameter Tuning
Module 13: Natural Language Processing (NLP)
Module 14: Recommendation Systems
Module 15: Reinforcement Learning
Module 16: Developing API using Flask
Module 17: Deployment and Web Development

Frequently Asked Questions

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AiSolutionPK | Machine Learning & AI