Data Science & ML for Python-Python & Data Science Made Easy

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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.; Num Py, 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