5minlearning
D

By Dr. Rajesh Kumar

Introduction to Data Science

Analytics15 Lessons
Start your data science journey. Learn Python for data analysis, statistics fundamentals, data visualization, and basic machine learning concepts.

"This course transformed how I work. Highly recommended!"

— Happy Learner

4.7

289 reviews · 91% recommend

Course Outline

1
What is Data Science?
2
Python for Data Science Setup
3
NumPy Fundamentals
4
Pandas for Data Manipulation
5
Data Cleaning and Preparation
6
Exploratory Data Analysis (EDA)
7
Data Visualization with Matplotlib
8
Statistics Fundamentals: Probability
9
Hypothesis Testing
10
Correlation and Regression
11
Introduction to Machine Learning
12
Building Your First ML Model
13
Model Evaluation and Metrics
14
Feature Engineering
15
Your First Data Science Project

Earn a Micro Certification

Complete all 15 lessons and quizzes to earn your certificate

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