Data Science Mini-Degree

The demand for data scientists is growing. With their ability to combine programming and statistics to develop meaningful insights, they’re in high demand throughout nearly every industry.

With the Data Science Mini-Degree, you’ll learn Python, the world’s most popular data science language. Using modern tools and real-world datasets, you’ll learn how to read, store, analyze, and communicate data like a pro, and gain the skills needed to generate solutions to real-world problems and take on the world as an industry-ready data scientist.

 

You will master: 

  • Python basics
  • Functional arrays and matrices with NumPy
  • Web scraping with BeautifulSoup
  • Retrieving data from APIs
  • Databases with SQL
  • Manipulating and analyzing data with Pandas
  • Visualizing data with Matplotlib, Seaborn, and Bokeh
  • Creating evidence-based hypotheses

 

Build Data Science Projects

Create a portfolio of data science projects, including:

 

Curriculum

Level 1 Data Science Mini-Degree Learning Goals

Level 1: Data Fundamentals
  • Python language basics
  • Arrays & matrices with NumPy
  • Web scraping with BeautifulSoup
  • Reading data from APIs

Level 2 Data Science Mini-Degree Learning Goals

Level 2: Managing Data with SQL
  • Sorting & querying data
  • Creating, altering, & deleting tables
  • Adding database constraints

Level 3 Data Science Mini-Degree Learning Goals

Level 3: Managing & Analyzing Data
  • Reading information from CSV & Excel files
  • Cleaning data
  • Statistics fundamentals
  • Basic machine learning techniques

Level 4 Data Science Mini-Degree Learning Goals

Level 4: Visualizing Data 
  • Learn Matplotlib, Seaborn, & Bokeh
  • Column & pie charts
  • Interactive multi-line charts
  • Scatter & joint plots

Level 5 Data Science Mini-Degree Learning Goals

Level 5: From Data to Insights
  • Cluster analysis
  • Probability fundamentals
  • Naive Bayes classifiers
  • Testing evidence-based hypotheses

 

100% Beginner-Friendly

This curriculum gives you all the tools needed to learn data science – featuring introductory modules for those who have never coded before, to intermediate courses perfect for more experienced developers looking to branch out into new specializations, this Mini-Degree is designed to help you succeed.

 

Why Learn Data Science & Python?

Data science is used to build innovative solutions to solve real-world problems. As such, data scientists are a major asset in virtually any field. Data science continues to see steady job growth, high salaries, and incredible job satisfaction. Python in particular is one of the most requested skills for data science, ensuring that developers possessing these skills are well placed to take advantage of the many opportunities in this field.

Bar chart showing popularity for specific Python technologies

Programming language popularity, with Python as number 1

Average salaries for various Python developers

Fastest growing jobs by country for Python-related positions

YOUR COURSES, YOUR WAY

Learn with project-based courses that are designed to be flexible – access them 24/7, fit them around your schedule, and choose the learning materials that suit you best.

You can even download your course videos and watch them offline using the Zenva app, available on iOS and Android.

✅ Watch video lessons

✅ Read text summaries

✅ Explore interactive lessons

✅ Practice with source code

✅ Build real projects

✅ Earn completion certificates

ACHIEVE REAL RESULTS

Our community of 1,000,000+ learners and developers have used the skills learned with us to publish their own games and websites, land their dream jobs, and even start their own businesses – and you have the potential to do the same!

Check out what our learners think below:

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MIHIR PATEL

I love the lectures, concise course objectives, and how they not only teach you enough to get started, but prepare you for the advanced stuff later down the road.

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MONICA MANCUSI

With Zenva, I started learning a more accurate way to approach problems and develop solutions. It’s full of interesting topics that I love to learn in conjunction with my work.

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CRAIG BICKFORD

I chose Zenva because of the large selection of topics and the fact that I can choose what courses I want to take whenever I want to take them. That level of freedom is unique to Zenva.

⭐⭐⭐⭐⭐

ANDREA CARDENAS-ROEDER

The Unity courses at Zenva helped me achieve a level of comfort with game development that I didn’t think was possible. They give you the confidence to expand your skills, and were so easy to understand.

LEARN FROM WORLD-CLASS INSTRUCTORS

Our course instructors participate in elite developer programs and have been recognized for their demonstrated excellence in development and teaching.

That way, you can be confident that you’re learning the most up-to-date content from industry experts.

No prior programming or statistics experience is required for this curriculum.
Why should I learn programming?

We’re living in the age of technology. In every industry, demand for developers is high and continues to rise, yet there’s a shortage of skilled developers. As a result, there’s a huge number of exciting opportunities out there for developers who want to take them.

By mastering the skills taught in these courses, you’ll prepare yourself for roles in a wide range of industries. Whether you want to work in a startup or a Fortune 500 company, you’ll learn in-demand knowledge and techniques that will help you to succeed.

What will I achieve by taking these courses?

You’ll not only learn the most in-demand modern languages, frameworks, and tools, but also how to apply them to your own projects and real-world situations.

Additionally, as our courses are primarily project-based, as you learn you’ll develop a rock-solid professional portfolio that can be used to impress potential employers.

Technology changes quickly. What happens if the content becomes outdated?

We’re committed to providing you with the most up-to-date, relevant content. If one of our courses becomes outdated due to modern practices, we’ll update it. Often, we’ll even remake it entirely using the latest versions of the languages, tools and frameworks.

We’re committed to keeping up with cutting-edge developments in the industry, and turn this knowledge into new courses, which we publish every month.

I’m an absolute beginner who’s never coded before. Can I still do these courses?

Yes, you can! We have entry-level courses on all key topics, and each of our curriculums feature guided learning paths that show you what courses are needed to reach your goals.

Additionally, if you need a little extra help, we have expert mentors on hand to answer any course-related questions that you might have.

What time commitment is needed?

We get that you’re busy, and so we’ve designed our courses to be completely flexible, so you can learn at your own pace and fit your courses around your schedule.

While we recommend that you put in at least a few hours a week (the more hours put in, the more you’ll get out!) there are no time limits or deadlines that you need to worry about.

Will these courses help me to change my career?

Many of our students have been able to successfully change their careers, land their dream job, get promoted, and even start their own businesses… and you have the potential to do the same!

You can also combine your existing skills with your new tech skills, and expand your career, rather than changing it completely.

Our courses have been designed to teach you highly transferable skills, and leave you with strong projects that can be added to your professional portfolio – whatever you want to do, we’ll help to get you there!

Can I watch the videos offline?

All courses on Zenva Academy can be accessed both on our online learning platform, and via the Zenva app (available for iOS and Android). The Zenva app features both online and offline access, so you can securely download your courses and complete them at your leisure.

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