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Master the fundamentals of data science: Dive into essential concepts, tools, and techniques to build a strong foundation for your analytics journey.
$
250
Lessons in this course
Lessons in this course
Lessons 1: Introduction to Data Science
What is Data Science?
Applications of Data Science in Various Industries
Overview of the Data Science Workflow
Essential Tools and Technologies (Python, Jupyter Notebooks, Excel)
Lessons 2: Data Collection and Preparation
Understanding Data Sources
Data Cleaning: Identifying and Handling Missing or Inaccurate Data
Data Formatting and Transformation Techniques
Introduction to Pandas for Data Manipulation
Lessons 3: Exploratory Data Analysis (EDA)
The Importance of EDA in Data Science
Descriptive Statistics: Mean, Median, Mode, and Standard Deviation
Using Pandas for Summarizing and Filtering Data
Data Visualization with Matplotlib and Seaborn
Lessons 4: Introduction to Machine Learning
What is Machine Learning?
Types of Machine Learning: Supervised vs. Unsupervised Learning
Introduction to Algorithms (Linear Regression, K-Means Clustering)
Building Your First Machine Learning Model
Lessons 5: Data Visualization and Communication
The Art of Storytelling with Data
Creating Effective Charts, Graphs, and Dashboards
Tools and Libraries for Visualization (Matplotlib, Seaborn, and Plotly)
Lessons 6: Capstone Project
End-to-End Project: Solve a Real-World Data Problem
Dataset Exploration, Cleaning, and Analysis
Presenting Your Findings: Visualizations and Summary
Lessons 1: Introduction to Data Science
What is Data Science?
Applications of Data Science in Various Industries
Overview of the Data Science Workflow
Essential Tools and Technologies (Python, Jupyter Notebooks, Excel)
Lessons 2: Data Collection and Preparation
Understanding Data Sources
Data Cleaning: Identifying and Handling Missing or Inaccurate Data
Data Formatting and Transformation Techniques
Introduction to Pandas for Data Manipulation
Lessons 3: Exploratory Data Analysis (EDA)
The Importance of EDA in Data Science
Descriptive Statistics: Mean, Median, Mode, and Standard Deviation
Using Pandas for Summarizing and Filtering Data
Data Visualization with Matplotlib and Seaborn
Lessons 4: Introduction to Machine Learning
What is Machine Learning?
Types of Machine Learning: Supervised vs. Unsupervised Learning
Introduction to Algorithms (Linear Regression, K-Means Clustering)
Building Your First Machine Learning Model
Lessons 5: Data Visualization and Communication
The Art of Storytelling with Data
Creating Effective Charts, Graphs, and Dashboards
Tools and Libraries for Visualization (Matplotlib, Seaborn, and Plotly)
Lessons 6: Capstone Project
End-to-End Project: Solve a Real-World Data Problem
Dataset Exploration, Cleaning, and Analysis
Presenting Your Findings: Visualizations and Summary
Lessons 1: Introduction to Data Science
What is Data Science?
Applications of Data Science in Various Industries
Overview of the Data Science Workflow
Essential Tools and Technologies (Python, Jupyter Notebooks, Excel)
Lessons 2: Data Collection and Preparation
Understanding Data Sources
Data Cleaning: Identifying and Handling Missing or Inaccurate Data
Data Formatting and Transformation Techniques
Introduction to Pandas for Data Manipulation
Lessons 3: Exploratory Data Analysis (EDA)
The Importance of EDA in Data Science
Descriptive Statistics: Mean, Median, Mode, and Standard Deviation
Using Pandas for Summarizing and Filtering Data
Data Visualization with Matplotlib and Seaborn
Lessons 4: Introduction to Machine Learning
What is Machine Learning?
Types of Machine Learning: Supervised vs. Unsupervised Learning
Introduction to Algorithms (Linear Regression, K-Means Clustering)
Building Your First Machine Learning Model
Lessons 5: Data Visualization and Communication
The Art of Storytelling with Data
Creating Effective Charts, Graphs, and Dashboards
Tools and Libraries for Visualization (Matplotlib, Seaborn, and Plotly)
Lessons 6: Capstone Project
End-to-End Project: Solve a Real-World Data Problem
Dataset Exploration, Cleaning, and Analysis
Presenting Your Findings: Visualizations and Summary
Course overview
Unlock the power of data with this beginner-friendly course designed to introduce you to the fundamentals of data science. Whether you're an aspiring data scientist, a professional looking to enhance your skills, or simply curious about the field, this course will equip you with the tools and knowledge to begin your journey.
Course overview
Unlock the power of data with this beginner-friendly course designed to introduce you to the fundamentals of data science. Whether you're an aspiring data scientist, a professional looking to enhance your skills, or simply curious about the field, this course will equip you with the tools and knowledge to begin your journey.
Meet your teacher
Robert Dawson
Business Intelligence Specialist
As a renowned UX designer and CEO of Clearleft, Robert helps companies like The BBC, Virgin, and Penguin Random House with issues of digital transformation. As one of the first pioneers of web standards, his blog and best-selling book CSS Mastery: Web Standards Solutions helped set the tone for progressive web-design in the UK. Robert is a regular speaker at international conferences like SXSW, An Event Apart See full profile.
Meet your teacher
Robert Dawson
Business Intelligence Specialist
As a renowned UX designer and CEO of Clearleft, Robert helps companies like The BBC, Virgin, and Penguin Random House with issues of digital transformation. As one of the first pioneers of web standards, his blog and best-selling book CSS Mastery: Web Standards Solutions helped set the tone for progressive web-design in the UK. Robert is a regular speaker at international conferences like SXSW, An Event Apart See full profile.
Review of this course
Jan 17, 2025
"I started with zero knowledge of data science, but the course broke everything down into easy-to-follow lessons. The hands-on projects gave me real-world experience, and now I’m excelling as a data analyst. This course truly changed my career trajectory!"
Jason Diaz
Data Analyst
Jan 17, 2025
"I started with zero knowledge of data science, but the course broke everything down into easy-to-follow lessons. The hands-on projects gave me real-world experience, and now I’m excelling as a data analyst. This course truly changed my career trajectory!"
Jason Diaz
Data Analyst
Jan 21, 2025
"Edumile’s expert instructors and interactive content made learning data science not just effective, but enjoyable. The skills I gained helped me optimize processes in my startup, and now I’m using data-driven insights to scale my business. Highly recommended!"
Desmond Andrade
Startup Founder
Jan 21, 2025
"Edumile’s expert instructors and interactive content made learning data science not just effective, but enjoyable. The skills I gained helped me optimize processes in my startup, and now I’m using data-driven insights to scale my business. Highly recommended!"
Desmond Andrade
Startup Founder
Review of this course
Jan 17, 2025
"I started with zero knowledge of data science, but the course broke everything down into easy-to-follow lessons. The hands-on projects gave me real-world experience, and now I’m excelling as a data analyst. This course truly changed my career trajectory!"
Jason Diaz
Data Analyst
Jan 21, 2025
"Edumile’s expert instructors and interactive content made learning data science not just effective, but enjoyable. The skills I gained helped me optimize processes in my startup, and now I’m using data-driven insights to scale my business. Highly recommended!"
Desmond Andrade
Startup Founder
Course information
Lessons
25 Lessons
Duration
2 hours 30 min
Student:
1,200
Student:
1,200
Language:
English
Language:
English
Subtitles:
English, spanish, French
Subtitles:
English, spanish, French
Additional recourses:
12 files
Additional recourses:
12 files
Duration:
2 hours 30 min
Duration:
2 hours 30 min
Certificate:
Upon completion of the course
Certificate:
Upon completion of the course
Course information
Lessons
25 Lessons
Duration
2 hours 30 min
Student:
1,200
Language:
English
Subtitles:
English, spanish, French
Additional recourses:
12 files
Duration:
2 hours 30 min
Certificate:
Upon completion of the course
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Join a thriving global learning communit
Connect with thousands of learners from around the world. Share ideas, collaborate on projects, and grow together in a supportive and inspiring environment.
Join a thriving global learning communit
Connect with thousands of learners from around the world. Share ideas, collaborate on projects, and grow together in a supportive and inspiring environment.
Join a thriving global learning communit
Connect with thousands of learners from around the world. Share ideas, collaborate on projects, and grow together in a supportive and inspiring environment.
Our mission is to provide accessible, affordable, and impactful learning, empowering learners to achieve goals with expert support.
Our mission is to provide accessible, affordable, and impactful learning, empowering learners to achieve goals with expert support.
Our mission is to provide accessible, affordable, and impactful learning, empowering learners to achieve goals with expert support.