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) Shakey, the first general- purpose mobile robot that can reason about its own actions 5/97: Deep Blue, IBM’s chess- playing computer, defeats Garry Kasparov, the world chess champion 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

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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

• 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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

• 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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

• 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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

• 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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

• 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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled

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 the performance trade-off and provide a single environment productive enough for prototyping and efficient enough for deploying performance-intensive applications. The Julia programming language fills this behavior across many combinations of argument types via multiple dispatch • Automatic generation of efficient, specialized code for different argument types • Good performance, approaching that of statically-compiled