Data Science with Python Certification Training with Project

Why this certification course

  • End-to-end knowledge of Data Science

  • Prepare for a career path as Data Scientist / Consultant

  • Overview of Python programming and its application in Data Science

  • Detailed level programming in Python - Loops, Tuples, Dictionary, List, Functions & Modules, etc.

  • Decision-making and Regular Expressions

  • Introduction to Data Science Libraries

  • Components of Python Ecosystem

  • Analysing Data using Numpy and Pandas

  • Data Visualisation with Matplotlib

  • Three-Dimensional Plotting with Matplotlib

  • Data Visualisation with Seaborn

  • Introduction to Statistical Analysis - Math and Statistics

  • Terminologies & Categories of Statistics, Correlation, Mean, Median, Mode, Quartile

  • Data Science Methodology - From Problem to Approach, From Requirements to Collection, From Understanding to Preparation

  • Data Science Methodology - From Modeling to Evaluation, From Deployment to Feedback

  • Introduction to Machine Learning

  • Types of Machine Learning - Supervised, Unsupervised, Reinforcement

  • Regression Analysis - Linear Regression, Multiple Linear Regression, Polynomial Regression

  • Implementing Linear Regression, Multiple Linear Regression, Polynomial Regression

  • Classification, Classification algorithms, Logistic Regression

  • Decision Tree, Implementing Decision Tree, Support Vector Machine (SVM), Implementing SVM

  • Clustering, Clustering Algorithms, K-Means Clustering, Hierarchical Clustering

  • Agglomerative & Divisive Hierarchical clustering

  • Implementation of Agglomerative Hierarchical Clustering

  • Association Rule Learning

  • Apriori algorithm - working and implementation

How to watch

1. On Web/Desktop/Laptop - Just Simply click on below link & signin/signup using your credentials & you are done.

2. On Mobile/Table/Android - Download Udemy App from Playstore & then do the Step 1.

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