Data Science and Analytics (Live Course)
About Course
Dive into the world of data with our Data Science and Analytics course. Learn how to analyze, visualize, and interpret data using powerful tools like Python and R. This course is ideal for those looking to build a career in data science and analytics.
Course Content
Introduction to Data Science
Data Science Workflow
Introduction to Python Programming
Python for Data Analysis
Data Manipulation with Pandas
Data Visualization with Matplotlib and Seaborn
Introduction to R Programming
R for Data Analysis
Data Cleaning and Preparation
Exploratory Data Analysis
Introduction to Machine Learning
Supervised Learning: Regression
Supervised Learning: Classification
Unsupervised Learning: Clustering
Model Evaluation and Validation
Advanced Machine Learning Techniques
Introduction to SQL
Working with Databases
Big Data Technologies
Data Visualization with Tableau
Statistical Analysis with Python/R
Hypothesis Testing and Inference
Predictive Analytics
Time Series Analysis
Natural Language Processing
Data Science Project Workflow
Building a Data Science Portfolio
Final Project: Data Analysis
Final Project: Presentation
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