data science profile
- Data Scientist
- CRM Analyst
- Big Data Engineer
- Web and Social Media Consultant
- Predictive Analytics Expert
- Machine Learning Engineer
- Business Analytics Consultant
- Data Mining Engineer
- Business Data Analytics
Introduction, Installation of MySOL, Basics of SOL, Modifying Database Structures, Importing and Exporting Data, Data Analytics, Combining Multiple Tables, Advance SOL, SOL vs. NoSQL
Introduction to Data Science, Introduction to Statistics, Basic Statistical Concepts, Introduction to Probability and Distributions, Descriptive Statistics, Inferential Statistics, Parametric Test.
Introduction of Python, Data Types in Python, Files, 1/0, Classes and Objects, Numpy, Pandas, Dealing with Different Datasets, Data Visualization Library in Python and Statistical Functions, Data Manipulation in Python, Python with Databases, Web Scraping, Middleware in Python.
Introduction to Data Visualization, Data Visualization Tools, Introduction to Tableau, Data Loading ln Tableau, Data Joining and Blending in Tableau, Advance Data Preparation, Bar Charts in Tableau, Line Chart in Tableau, Pie Chart in Tableau, Map and Scatter Plots, Basic Dashboard, Advance Dashboard, Tableau Public.
Introduction to Machine Learning, Techniques of Machine Learning, ML Model Building Recipe, Regression, Classification, Clustering, Model Improvement, Recommendation Systems, Artificial Neural Networks and Deep Learning.
