Data Science & Algorithms in Python
Learn Data Science from scratch and master machine learning, data analysis, and visualization.
Course Introduction
This comprehensive data science course covers everything from Python basics to advanced machine learning algorithms. You'll learn to analyze data, build predictive models, and create stunning visualizations. By the end, you will be confident working with real-world datasets and deploying ML solutions. This course has helped thousands of students land jobs at top companies including Google, Amazon, and Microsoft.
What you'll learn
Course Preview
Watch this preview video to get a feel for the course content and teaching style.
1. Introduction to Data Science
5 min readData Science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from structured and unstructured data.
- What is Data Science?
- Key Skills Required
- Applications of Data Science
2. Python for Data Science
8 min readPython has become the de-facto language for data science due to its simplicity and the rich ecosystem of libraries. NumPy, Pandas, Matplotlib, Seaborn, Scikit-Learn, TensorFlow and PyTorch are the core tools every data scientist must master.
- Installing Python & Anaconda
- NumPy Arrays and Operations
- Pandas DataFrames and Series
- Reading CSV, Excel, JSON files
3. Data Analysis Fundamentals
6 min readExploratory Data Analysis (EDA) is the critical process of performing initial investigations on data to discover patterns, spot anomalies, test hypotheses and check assumptions with the help of summary statistics and graphical representations.
Video library available after enrollment.
Enroll NowJohn Smilga
Data Scientist & Python Expert
An industry expert with 10+ years of real-world experience in data science, machine learning, and software development. Passionate about making complex topics accessible to everyone through clear, practical, project-based teaching. Known for clean explanations and hands-on approaches that actually get students hired.
Absolutely fantastic course! John explains complex concepts in such a simple way. The projects are real-world and helped me land my first data science job!
Best data science course on the platform. The curriculum is well-structured and the hands-on projects make the learning stick. Highly recommend!
Very comprehensive content. I appreciate how each concept builds on the previous one. Would love more advanced deep learning content but overall excellent.