Data Science Courses
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Business Statistics and Analysis Specialization course certificate
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Introduction to Data Analysis Using Excel course certificate
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Basic Data Descriptors Statistical Distributions and Application to Business Decisions course certificate
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Business Applications of Hypothesis Testing and Confidence Interval Estimation course certificate
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Linear Regression for Business Statistics course certificate
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Business Statistics and Analysis Capstone course certificate
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Data Science Specialization
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The Data Scientists Toolbox course certificate
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R Programming course certificate
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Getting and Cleaning Data course certificate
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Exploratory Data Analysis course certificate
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Reproducible Research course certificate
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Statistical Inference course certificate
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Deep Learning Specialization
- Neural Networks and Deep Learning Proof of Completion
- Improving Deep Neural Networks-Hyperparameter Tuning Regularization and Optimization Proof of Completion
- Structuring Machine Learning Projects Proof of Completion
- Convolutional Neural Networks Proof of Completion
- Sequence Models Proof of Completion
- Applied Data Science with Python Specialization
- Introduction to Data Science in Python Proof of Completion
- Applied Plotting Charting and Data Representation in Python Proof of Completion
- Applied Machine Learning in Python Proof of Completion
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Useful courses
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Effective Problem-Solving and Decision-Making course certificate
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Matrix Algebra for Engineers course certificate
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Practical Time Series Analysis course certificate
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Programming for Everybody (Getting Started with Python) Proof of Completion
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Python Data Structures Proof of Completion
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Sequences, Time Series and Prediction Proof of Completion
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A/B testing Proof of Completion
Data Analysis with R Proof of Completion
Data Wrangling with MongoDB Proof of Completion
Intro to Data Analysis Proof of Completion
Intro to Hadoop and MapReduce Proof of Completion
Intro to Descriptive Statistics Proof of Completion
Intro to Inferential Statistics Proof of Completion
Introduction to Python Programming Proof of Completion
Time Series Forecasting Proof of Completion
SQL for Data Analysis Proof of Completion
Problem Solving with Advanced Analytics Proof of Completion
CS 61A: Structure and Interpretation of Computer Programs link
CS 61B Data Structures, Spring 2019 link
LeetCode link
SQL zoo link