Probability Foundations for Data Science
Learn the fundamentals of Probability and set yourself on the path towards making accurate predictions.
- 1.5 Hours of Video
- Certificate of Completion
- Source Code
- Closed Captions
- On-demand, 24/7 access
- 1.5 hours of video
- Certificate of completion
- Source code and PDF notes
- Closed captions
Probability – the ability to predict the likelihood of an event occurring – is crucial knowledge for anyone interested in data science and analysis. Probability has innumerable applications in a wide variety of fields – including comprising of the core of many machine learning and data science algorithms.
From a basic understanding of Probability fundamentals and common terminology, to understanding conditional probability and Bayes Theorem, this course will provide you with all you need to begin making accurate predictions. Finally, you will apply your knowledge by building a Naïve Bayes Classifier that predicts whether or not a flight will arrive on time using a set of real-world data.
Frameworks and tools covered: Python 3.7, Anaconda 5.3, Pandas 0.23, NumPy 1.15
Your Courses, Your Way
All of our project-based courses are designed to be flexible – you can access courses 24/7 to 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.
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.
Interactive Lessons with Codemurai
Our unlimited access package comes with free access to all of the courses in our mobile app, Codemurai!
Available on iOS and Android, it’s full of interactive programming lessons and exercises so you can continue your learning on the go.
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:
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.
– Mihir Patel
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.
– Monica Mancusi
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.
– Craig Bickford
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.
– Andrea Cardenas-Roeder
OR access ALL Zenva courses with our subscription.
- Access all 250+ courses
- New courses added monthly
- Cancel anytime
- Certificates of completion