Machine Learning with Python : COMPLETE COURSE FOR BEGINNERS

Machine Learning and artificial intelligence (AI) is everywhere; if you want to know how companies like Google, Amazon, and even Udemy extract meaning and insights from massive data sets, this data science course will give you the fundamentals you need. Data Scientists enjoy one of the top-paying jobs, with an average salary of $120,000 according to Glassdoor and Indeed. That's just the average! And it's not just about money - it's interesting work too!Machine Learning (Complete course Overview)FoundationsIntroduction to Machine LearningIntroApplication of machine learning in different fields.Advantage of using Python libraries. (Python for machine learning).Python for AI & MLPython BasicsPython functions, packages, and routines.Working with Data structure, arrays, vectors & data frames. (Intro Based with some examples)Jupyter notebook- installation & functionPandas, NumPy, Matplotib, SeabornApplied StastisticsDescriptive statisticsProbability & Conditional ProbabilityHypothesis TestingInferential StatisticsProbability distributions – Types of distribution – Binomial, Poisson & Normal distributionMachine LearningSupervised LearningMultiple variable Linear regressionRegressionIntroduction to RegressionSimple linear regressionModel Evaluation in Regression ModelsEvaluation Metrics in Regression Models