Intelligence,’ a term he coined 1/62: Arthur Samuel, an IBM computer scientist, creates a self-learning program that proves capable of defeating a top USA checkers champion AI ‘Winter1’ (1967-1996) Trending = Unprecedented37 Machine-Learning Model* Trending = In 2015... Industry Surpassed Academia as Data + Compute + Financial Needs Rose *Machine Learning = A subset of AI where machines learn AI Index data provider, uses the term ‘notable machine learning models’ to designate particularly influential models within the AI/machine learning ecosystem. Epoch maintains a database of 900 AI models

in Depth Threads, virtual memory, and locking Core Data Performance Optimization and Debugging Learning Instruments Profiling WebRender Use the following command to get some profile data from WebRender:

• Julia Homepage • Install Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

Julia Homepage • Download Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

Julia Homepage • Download Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

Julia Homepage • Download Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

• Julia Homepage • Install Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

• Julia Homepage • Install Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

• Julia Homepage • Install Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.

• Julia Homepage • Install Julia • Discussion forum • Julia YouTube • Find Julia Packages • Learning Resources • Read and write blogs on Julia 1.2 Introduction Scientific computing has traditionally Resources A curated list of useful learning resources to help new users get started can be found on the learning page of the main Julia website. You can use the REPL as a learning resource by switching into option is mainly for those indi- viduals who are comfortable at the command line, or interested in learning. If this describes you, you may also be interested in reading our guidelines for contributing.