Now is a good time to start learning some skills for the next portion of your career. Here are some popular courses offered by Udacity. Udacity offers several “nanodegrees”. A nanodegree is a combination of 2-4 courses. Each course designed to be completed in about a month of part-time effort. They are reasonably priced. Prices range from $1000 – just over $2K. They are offering some discounts during the COVID period. It is a good time to expand your knowledge base and prepare for the next round of information technology projects.
You’ll develop foundational technical knowledge of machine learning and the business applications of artificial intelligence across industries. Through practical case studies, you’ll learn what strategic questions to ask, and how to formulate proposals when evaluating opportunities to embed machine learning processes and artificial intelligence technology into a corporate strategy. Finally, in the capstone project, you will build an AI-backed strategy that can be integrated into your own business. Learn more here.
Learn the essential foundations of AI: the programming tools (Python, NumPy, PyTorch), the math (calculus and linear algebra), and the key techniques of neural networks (gradient descent and backpropagation). Learn more here.
Learn to design and deploy infrastructure as code, build and monitor CI/CD pipelines for different deployment strategies, and deploy scaleable microservices using Kubernetes. At the end of the program, you’ll combine your new skills by completing a capstone project. Learn more here.
Learn to design data models, build data warehouses and data lakes, automate data pipelines, and work with massive datasets. At the end of the program, you’ll combine your new skills by completing a capstone project. Learn more here.
Data Structures and Algorithms
In this course you will learn data structures and algorithms by solving 80+ practice problems. You will begin each course by learning to solve defined problems related to a particular data structure and algorithm. By the end of each course, you would be able to evaluate and assess different data structures and algorithms for any open-ended problem and implement a solution based on your design choices. Learn more here.
The goal of the Full Stack Web Developer Nanodegree program is to equip learners with the unique skills they need to build database-backed APIs and web applications. A graduate of this program will be able to design and build databases for software applications, create and deploy database-backed web APIs, and secure and manage user authentication and access control for an application backend. Students will also learn how to deploy a Flask-based web application to the cloud using Docker and Kubernetes. Learn more here.
Machine Learning with TensorFlow
Learn foundational machine learning algorithms, starting with data cleaning and supervised models. Then, move on to exploring deep and unsupervised learning. At each step, get practical experience by applying your skills to code exercises and projects. Learn more here.
Learn advanced machine learning techniques and algorithms and how to package and deploy your models to a production environment. Gain practical experience using Amazon SageMaker to deploy trained models to a web application and evaluate the performance of your models. A/B test models and learn how to update the models as you gather more data, an important skill in industry. Learn more here.
Predictive Analytics for Business
Learn to apply predictive analytics and business intelligence to solve real-world business problems. Learn more here.
Programming for Data Science with Python
Learn the programming fundamentals required for a career in data science. By the end of the program, you will be able to use Python, SQL, Command Line, and Git. Learn more here.