Data Science and Machine Learning using Python – A Bootcamp (eLearning)
Welcome to the Data Science and Machine Learning using Python Bootcamp! This comprehensive course is designed to equip participants with the essential knowledge and skills to excel in the fields of data science and machine learning using the Python programming language. Through hands-on exercises, real-world projects, and expert guidance, participants will learn the fundamental concepts, tools, and techniques required to analyze data, build predictive models, and extract valuable insights.
Main Course Features:
Comprehensive coverage of Python programming fundamentals and libraries for data science and machine learning, including NumPy, Pandas, Matplotlib, and Scikit-learn.
Hands-on coding exercises and projects to reinforce learning and practical application of concepts.
In-depth exploration of data preprocessing, feature engineering, model selection, and evaluation techniques.
Guidance on building and deploying machine learning models for various applications, including classification, regression, clustering, and recommendation systems.
Introduction to deep learning and neural networks using TensorFlow and Keras.
Interactive lectures, demonstrations, and code-along sessions led by industry experts and experienced instructors.
Access to a curated selection of datasets and resources for further study and practice.
Ongoing support and mentorship to help participants succeed in their data science and machine learning journey.
Venue: E-Learning