LiveLessons - Python Fundamentals
Python Fundamentals
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 7 Hours 42M | 3.81 GB
Genre: eLearning | Language: English
The professional programmer's Deitel® video guide to Python development with the powerful IPython and Jupyter Notebooks platforms.
Description
Python Fundamentals LiveLessons with Paul Deitel is a code-oriented presentation of Python-one of the world's most popular and fastest growing languages. In the context of scores of real-world code examples ranging from individual snippets to complete scripts, Paul will demonstrate coding with the interactive IPython interpreter and Jupyter Notebooks. You'll quickly become familiar with the Python language, its popular programming idioms, key Python Standard Library modules and several popular open-source libraries. In the Intro to Data Science videos, Paul lays the groundwork for later lessons in which he'll introduce some of today's most compelling, leading-edge computing technologies, including natural language processing, data mining Twitter® for sentiment analysis, cognitive computing with IBM® Watson™, supervised machine learning with classification and regression, unsupervised machine learning with clustering, computer vision through deep learning and convolutional neural networks, sentiment analysis through deep learning with recurrent neural networks, big data with Hadoop®, Spark™ streaming, NoSQL databases and the Internet of Things.
NOTE this LiveLesson is one in a series of four:
Python Fundamentals LiveLessons Part II
Python Fundamentals LiveLessons Part III
Python Fundamentals LiveLessons Part IV
About the Instructor
Paul J. Deitel, CEO and Chief Technical Officer of Deitel & Associates, Inc., is a graduate of MIT, where he studied Information Technology. He holds the Sun (now Oracle) Certified Java Programmer and Certified Java Developer certifications, and is an Oracle Java Champion. Through Deitel & Associates, Inc., he has delivered Java, C#, Visual Basic, C++, C and Internet programming courses to industry clients, including Cisco, IBM, Sun Micro systems, Dell, Siemens, Lucent Technologies, Fidelity, NASA at the Kennedy Space Center, the National Severe Storm Laboratory, White Sands Missile Range, Rogue Wave Software, Boeing, SunGard Higher Education, Stratus, Cambridge Technology Partners, One Wave, Hyperion Software, Adra Systems, Entergy, CableData Systems, Nortel Networks, Puma, iRobot, Invensys and many more. He and his co-author, Dr. Harvey M. Deitel, are the world's best-selling programming-language textbook/professional book authors.
Skill Level
Beginner-to-Intermediate
What you Will Learn
Before You Begin-Configure your system for Python, obtain the code examples, Python package managers, Paul's contact info
Lesson 1-Test-Drives: Using IPython and Jupyter Notebooks-Work with snippets and scripts in the context of IPython and Jupyter Notebooks
Lesson 2-Intro to Python Programming-Variables, types, operators, strings, I/O, decisions, objects and dynamic typing
Lesson 3-Control Statements-if, if.else, if.elif.else, for, while, break, continue, augmented assignments, boolean operators, intro to lists
Lesson 4-Functions-Custom function definitions, importing libraries, simulation with random-number generation, scope, default parameter values, keyword arguments, arbitrary argument lists, methods, intro to tuples, intro to functional-style programming
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