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+--- Thread: MIT University just released free online courses. (/Thread-MIT-University-just-released-free-online-courses)
MIT University just released free online courses. - KSoul - 02-14-2024
1. Machine Learning with Python
Topics:
• ML problem principles
• Implement & analyze models
• Choosing suitable models for different apps
• ML project implementation: Training, validation, tuning, and feature engineering
https://www.edx.org/learn/machine-learning/massachusetts-institute-of-technology-machine-learning-with-python-from-linear-models-to-deep-learning
2. Understanding the World Through Data.
Topics:
• Python programming and the Colab notebook programming environment
• Dependent and independent variables
• Relationships between data using linear and polynomial regression models
https://www.edx.org/learn/data-science/massachusetts-institute-of-technology-understanding-the-world-through-data
3. Becoming an Entrepreneur
Topics:
• Overcoming the top myths of entrepreneurship
• Defining your goals as an entrepreneur and startup
• Identifying business opportunities
• Performing market research and choosing your target customer
https://www.edx.org/learn/entrepreneurship/massachusetts-institute-of-technology-becoming-an-entrepreneur
4. Foundations of Modern Finance
Topics:
• Valuation of fixed income securities and common stocks
• Risk analysis, APT, Efficient Market Hypothesis
• Introduction to corporate finance and capital budgeting and more
https://www.edx.org/learn/finance/massachusetts-institute-of-technology-foundations-of-modern-finance-i
5. The Secret of Life
Topics:
• How to describe the building blocks of life and how their interactions dictate structure and function in biology
• How to predict genotypes and phenotypes given genetics data
https://www.edx.org/learn/biology/massachusetts-institute-of-technology-introduction-to-biology-the-secret-of-life