MIT Micromaster in Statistics and Data Science
I learned the MIT MicroMasters Program in Statistics and Data Science and earned certificates.
-
MITx 6.431x Probability - The Science of Uncertainty and Data
[certificate]
[course link]
-
MITx 6.86x Machine Learning with Python: from Linear Models to Deep Learning
[certificate]
[course link]
-
MITx 6.419x Data Analysis: Statistical Modeling and Computation in Applications
[certificate]
[course link]
-
MITx 18.6501x Fundamentals of Statistics
[certificate]
[course link]
EdX and Coursera Courses
Completed online open courses in Aritificial Intelligence.
-
IBM DL0101EN Deep Learning Fundamentals with Keras
[certificate]
[course link]
-
IBM ML0210EN PyTorch Basics for Machine Learning
[certificate]
[course link]
-
IBM DL0110EN Deep Learning with Python and PyTorch
[certificate]
[course link]
-
IBM DL0120EN Deep Learning with Tensorflow
[course link]
-
IBM DL0122EN Using GPUs to Scale and Speed-up Deep Learning
-
Neural Networks Deep Learning
[certificate]
[course link]
-
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
[certificate]
[course link]
-
Structuring Machine Learning Projects
[certificate]
[course link]
Modules in Applied Mathematics
Completed undergraduate modules.
-
MTH007: Linear Algebra
MTH019: Calculus
MTH008: Multivariable Calculus
PHY002: Physics
-
CSE015: Introduction to Programming in JAVA
MTH107: Advanced Linear Algebra
MTH113: Introduction to Probability and Statistics
MTH117: Analysis1
MTH106: Introduction to the Methods of Applied Mathematics
MTH108: Mathematical Modeling and Population Dynamics
MTH118: Analysis2
MTH122: Introduction to Abstract Algebra
-
MTH202: Introduction to Financial Mathematics
MTH207: Fluid Mechanics and Vector Field Theory
MTH212: Ordinary Differential Equations and Control
MTH219: Complex Functions
MTH206: Statistical Distribution Theory
MTH208: Numerical Analysis
MTH209: Classical Mechanics
MTH210: Partial Differential Equations
-
MTH301: Final Year Project
MTH307: Population Dynamics
MTH311: Quantum Mechanics
MTH315: Geometry of Curves and Surfaces
MTH302: Applied Probability
MTH310: Functional Analysis
MTH318: Optimization Theory