Data Science Foundations – billionclub.com.mx

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Overview

Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.

By

danoxvip@gmail.com

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Data Science Foundations

Category:

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0

0

Enrollments

Level

Principiante

Time to Complete:

10 hours 0 minute

Lessons:

9

Certificate:

No

One-time for 1 person

Free

Overview

Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.

What You’ll Learn?

Write Python code for data analysis

Clean and prepare datasets

Analyze data using Pandas

Create effective visualizations

Understand statistical concepts

Build basic machine learning models

Interpret and communicate insights

Complete end-to-end data projects

Requirements

Basic computer skills

No programming experience required

Python installation recommended

Google Colab or Jupyter Notebook access

Syllabus Overview

9

Lessons

6

Quizzes

0

Tasks

0

Resources

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Introduction to Python

Working with Data Structures

Introduction to Pandas

Python Fundamentals

Pandas & Data Structures

Data Cleaning & Visualization

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Handling Missing Data

Data Visualization Fundamentals

Using Matplotlib and Seaborn

Data Cleaning

Visualization Assessment

Introduction to Machine Learning

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What Is Machine Learning?

Supervised vs Unsupervised Learning

Building Your First Model

Machine Learning Basics

Model Building Assessment

Material Includes

Practice datasets

Python cheat sheet

Data cleaning checklist

Visualization guide

Machine learning workbook

Instructor(s)

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