Welcome to the Complete Data Science and Machine Learning Bootcamp, the only course you need to learn Python and get into data science.
At over 35+ hours, this Python course is without a doubt the most comprehensive data science and machine learning course available online. Even if you have ZERO programming experience, this course will take you from beginner to mastery. Here's why:
We'll take you stepbystep through video tutorials and teach you everything you need to know to succeed as a data scientist and machine learning professional.
The course includes over 35 hours of HD video tutorials and builds your programming knowledge while solving realworld problems.
In the curriculum, we cover a large number of important data science and machine learning topics, such as:
 Data Cleaning and PreProcessing
 Data Exploration and Visualisation
 Linear Regression
 Multivariable Regression
 Optimisation Algorithms and Gradient Descent
 Naive Bayes Classification
 Descriptive Statistics and Probability Theory
 Neural Networks and Deep Learning
 Model Evaluation and Analysis
Throughout the course, we cover all the tools used by data scientists and machine learning experts, including:
 Python 3
 Tensorflow
 Pandas
 Numpy
 Scikit Learn
 Keras
 Matplotlib
 Seaborn
 SciPy
 SymPy
By the end of this course, you will be fluently programming in Python and be ready to tackle any data science project. We’ll be covering all of these Python programming concepts:
 Data Types and Variables
 String Manipulation
 Functions
 Objects
 Lists, Tuples and Dictionaries
 Loops and Iterators
 Conditionals and Control Flow
 Generator Functions
 Context Managers and Name Scoping
 Error Handling
By working through realworld projects you get to understand the entire workflow of a data scientist which is incredibly valuable to a potential employer.
Sign up today, and look forward to:
 178+ HD Video Lectures
 30+ Code Challenges and Exercises
 Fully Fledged Data Science and Machine Learning Projects
 Programming Resources and Cheatsheets
 Our best selling 12 Rules to Learn to Code eBook
 Comprehensive data science & machine learning bootcamp course materials and curriculum
Course Curriculum

StartIntroduction to Linear Regression & Specifying the Problem (6:07)

StartGather & Clean the Data (9:50)

StartExplore & Visualise the Data with Python (22:28)

StartThe Intuition behind the Linear Regression Model (7:23)

StartAnalyse and Evaluate the Results (15:48)

StartDownload the Complete Notebook Here
Your Instructor
I’m Philipp, I’m a data scientist and mobile developer with a passion for teaching. I’m the lead instructor at the London App Brewery for machine learning and Android development, fluent in Python, Java, Swift, Dart, and VBA. I’ve taught thousands of students inperson in our London classroom. Head up our corporate training at companies such as Google, Amazon and Twitter. Every day I think about how I can make hard concepts easy to understand, which projects would make a good tutorial, and how I can help make programming fun and approachable for everybody!