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### Some Free Online Courses Of Data Science Which Will Make Learning Easier

- The basic steps on how to become a Data Scientist
- How to take their Data Science career to the next level
- Hacks, tips & tricks for their Data Science career

- Successfully perform all steps in a complex Data Science project
- Create Basic Tableau Visualisations
- Perform Data Mining in Tableau
- Understand how to apply the ChiSquared statistical test
- Apply the Ordinary Least Squares method to Create Linear Regressions
- Assess RSquared for all types of models
- Assess the Adjusted RSquared for all types of models
- Create a Simple Linear Regression (SLR)
- Create a Multiple Linear Regression (MLR)
- Create Dummy Variables
- Interpret coefficients of an MLR
- Read statistical software output for created models

- Set theory, including Venn diagrams
- Properties of the real number line
- Interval notation and algebra with inequalities
- Uses for summation and Sigma notation
- Math on the Cartesian (x,y) plane, slope and distance formulas
- Graphing and describing functions and their inverses on the xy plane,
- The concept of instantaneous rate of change and tangent lines to a curve
- Exponents, logarithms, and the natural log function.
- Probability theory, including Bayes theorem.