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Type
Skill level
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Data Structures & Algorithms in Python by Google (Udacity)
Technical interviews follow a pattern. If you know the pattern, you'll be a step ahead of the competition. This course will introduce you to common data structures and algorithms in Python. You'll review frequently-asked technical interview questions and learn how to structure your responses
Knowledge-Based AI: Cognitive Systems by Georgia Tech (Udacity)
This is a core course in artificial intelligence. It is designed to be a challenging course, involving significant independent work, readings, assignments, and projects. It covers structured knowledge representations, as well as knowledge-based methods of problem solving, planning, decision-making, and learning.
Learn Python Basics: Up To Date Python Course For Beginners
This Python basics course is pointed towards beginners to teach the fundamentals of this language, although some knowledge can be helpful for data scientists, IT people, and programmers as well. Although Python for beginners won't teach you all the possible functionality and possibilities of this language, it can be a perfect start to begin your career in the IT section!
Learn to Make Python Data Structures: Ultimate Guide on Data Science
This beginner-friendly Python data structures and Pandas tutorial will give you everything you need to create and expand a data frame. Whether you are new to programming or are already an accomplished developer, this Python for data analysis tutorial will suit your needs. It will arm you with different skills so that you can progressively build more complex data frames.
Python Image Recognition: Hands-On Data Science Course
Python image recognition sounds exciting, right? However, it can also seem a bit intimidating. There's no need to be scared! This tutorial will teach you Python basics and how to use TensorFlow. Take this chance to discover how to code in Python and learn TensorFlow linear regression then apply these principles to automated Python image recognition.
Data Visualisation in Python (Codecademy)
Matplotlib is the most commonly used graphing tool in Python. You will learn how to:
Create line graphs, bar charts, pie graphs, add error bars to graphs, add labels and styling to graphs. You will learn how to choose color schemes for your graphs and take them to the next level.
Learn R (Codecademy)
In this course, you'll be exposed to fundamental programming concepts in R. After the basics, you'll learn how to organize, modify and clean data frames, a useful data structure in R. Then you'll learn how to create data visualizations to showcase insights in data! Finish up with statistics and hypothesis testing to become a data analysis expert.
Data Science Learning Path (Codecademy)
Companies are looking for data-driven decision makers, and this Career Path will teach you the skills you need to become just that. You'll learn to analyze data, communicate your findings, and even draw predictions using machine learning. Along the way, you'll build portfolio-worthy projects that will help you get job-ready.