Courses

Deep Learning

• 5 Course Specialization offered by deeplearning.ai.
  1. Neural Networks and Deep Learning
  2. Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
  3. Structuring Machine Learning Projects
  4. Convolutional Neural Networks
  5. Sequence Models
• Repository consists of the Assignments and Lecture Slides of all 5 Courses.

Data Structures and Algorithms

• 6 Course Specialization offered by University of California San Diego.
  1. Algorithmic Toolbox
  2. Data Structures
  3. Algorithms on Graphs
  4. Algorithms on Strings
  5. Advanced Algorithms and Complexity
  6. Genome Assembly Programming Challenge
• Repository consists of the Assignments solved in C++ and Lecture Slides of first 2 Courses.

Learn SQL Basics for Data Science

• 4 Course Specialization offered by University of California, Davis.
  1. SQL for Data Science
  2. Data Wrangling, Analysis and AB Testing with SQL
  3. Distributed Computing with Spark SQL
  4. SQL for Data Science Capstone Project

Machine Learning

• Machine Learning offered by Stanford University.

Mathematics for Data Science

• 4 Course Specialization offered by National Research University Higher School of Economics.
  1. Discrete Math and Analyzing Social Graphs
  2. Calculus and Optimization for Machine Learning
  3. First Steps in Linear Algebra for Machine Learning
  4. Probability Theory, Statistics and Exploratory Data Analysis