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Computer Science / Information Technology

Data Science

Master the fundamentals and advanced concepts of computer science / information technology. This comprehensive course will take you from beginner to expert level with hands-on projects and real-world applications.

4.8★
Rating
20-30 hours
Duration
1.2k
Students
4
Chapters
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Data Science

Course Curriculum

1

Introduction to Data Science

Topics & Subtopics

• What is Data Science? • Data Science lifecycle and methodology • Roles in Data Science: Data Scientist, Data Analyst, Data Engineer • Tools and technologies in Data Science • Real-world applications and case studies

Learning Outcomes

• Understand Data Science fundamentals • Comprehend the Data Science lifecycle • Identify different Data Science roles • Explore Data Science applications
2

Python for Data Science

Topics & Subtopics

• Python basics for data analysis • NumPy for numerical computing • Pandas for data manipulation • Data structures: Series, DataFrame • Data cleaning and preprocessing

Learning Outcomes

• Use Python for data analysis • Manipulate data with Pandas • Clean and preprocess datasets • Apply NumPy for numerical operations
3

Data Visualization and Statistical Analysis

Topics & Subtopics

• Data visualization with Matplotlib and Seaborn • Statistical analysis and hypothesis testing • Exploratory Data Analysis (EDA) • Correlation and regression analysis • Data storytelling techniques

Learning Outcomes

• Create effective data visualizations • Perform statistical analysis • Conduct comprehensive EDA • Communicate insights through data storytelling
4

Machine Learning and Model Deployment

Topics & Subtopics

• Introduction to Machine Learning algorithms • Model training and evaluation • Feature engineering and selection • Model deployment and monitoring • Real-world Data Science projects

Learning Outcomes

• Apply ML algorithms to solve problems • Evaluate and optimize models • Deploy models in production • Complete end-to-end Data Science projects
4
Total Chapters
20-30 hours
Total Duration
4
Modules
Practical
Labs

Ready to start your learning journey?

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Student Reviews

4.8
Based on 1,247 reviews

Rating Distribution

5
892
4
234
3
89
2
22
1
10

Recent Reviews

AJ

Alex Johnson

2 weeks ago

Excellent course! The instructor explains complex concepts in a very clear and engaging way. The hands-on projects really helped me understand the material better.

SC

Sarah Chen

1 month ago

This course exceeded my expectations. The curriculum is well-structured and the instructor is very knowledgeable. I've already applied what I learned in my current job.

MR

Michael Rodriguez

3 weeks ago

Great course overall. The content is comprehensive and the instructor provides good examples. Would recommend to anyone looking to learn this topic.

ED

Emily Davis

1 week ago

Amazing course! The instructor's teaching style is perfect for beginners. The step-by-step approach made everything easy to follow.

Requirements

💻

Basic Computer Skills

Basic understanding of using a computer and internet

🎯

No Prior Experience Required

This course is designed for complete beginners

🌐

Internet Connection

Stable internet connection for video streaming

⏰

Dedication & Time

Commitment to complete the course and practice

Target Audience

Students and recent graduates
Working professionals looking to upskill
Career changers
Entrepreneurs and business owners
Anyone interested in learning new skills

Access To This Course

This course is available with our All-In-One subscription. Get unlimited access to all courses, premium features, and exclusive content.

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