**Original Price: €19.99**

This course is for **Aspirant **Data Scientists, Business/Data Analyst, Machine Learning & AI professionals planning to ignite their career/ enhance Knowledge in niche technologies like Python and R. You will learn with this program:

**✓** Basics of Python, marketability and importance

**✓ **Understanding most of python programming from scratch to handle structured data inclusive of concepts like OOP, Creating python objects like list, tuple, set, dictionary etc; Creating numpy arrays, ,Creating tables/ data frames, wrangling data, creating new columns etc.

**✓** Various In demand Python packages are covered like sklearn, sklearn.linear_model etc.; NumPy, pandas, scipy etc.

**✓** R packages are discussed to name few of them are dplyr, MASS etc.

**✓** Basics of Statistics – Understanding of Measures of Central Tendency, Quartiles, standard deviation, variance etc.

**✓ **Types of variables

**✓** Advanced/ Inferential Statistics – Concept of probability with frequency distribution from scratch, concepts like Normal distribution, Population and sample

**✓** Statistical Algorithms to predict price of houses with Linear Regression

**✓** Statistical Algorithms to predict patient suffering from Malignant or Benign Cancer with Logistic Regression

**✓** Machine learning algorithms like SVM, KNN

**✓ **Implementation of Machine learning (SVM, KNN) and Statistical Algorithms (Linear/ Logistic Regression) with Python programming code