Search result for Python data structures and algorithms Online Courses & Certifications
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Graph Algorithms
by Daniel Kane , Alexander S. Kulikov , Michael Levin- 0.0
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6 Weeks
Learn how to use algorithms to explore graphs, compute shortest distance, min spanning tree, and connected components. In this course, part of the Algorithms and Data Structures MicroMasters program, you will learn what a graph is and its most important properties. Graph exploration and decomposition into connected components Shortest paths algorithms, including breadth-first search, Dijkstra’s algorithm and Bellman-Ford algorithm...
$150
Machine Learning and AI: Support Vector Machines in Python
by Lazy Programmer Inc.- 4.6
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9 hours on-demand video
Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression Support Vector Machines (SVM) are one of the most powerful machine learning models around, and this topic has been one that students have requested ever since I started making courses. Polynomial Kernels, Gaussian Kernels, Sigmoid Kernels, and String Kernels...
$16.99
From 0 to 1 : Spark for Data Science with Python
by Loony Corn- 4.2
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8.5 hours on-demand video
Get your data to fly using Spark for analytics, machine learning and data science Analytics: Using Spark and Python you can analyze and explore your data in an interactive environment with fast feedback. Machine Learning and Data Science : Spark's core functionality and built-in libraries make it easy to implement complex algorithms like Recommendations with very few lines of code....
$12.99
Python Machine Learning : Learn Handson™
by Handson ™- 4.7
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7.5 hours on-demand video
The topics we will be covering in this course are: Python libraries for data manipulation and visualization such as numpy, matplotlib and pandas. Machine Learning, Deep Learning, AI and Data Science Basic Concepts Python package “Numpy” for numerical computation, Python package “Matplotlib” for visualization and plotting, Python package “pandas” for data analysis Data Visualization in Python with MatPlotLib and Seaborn...
$12.99
数据结构与算法第二部分 | Data Structures and Algorithms Part 2
by 张铭 Ming Zhang- 0.0
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4 Weeks
The course also introduces students to fundamental data structures and classical algorithms used in more specialized courses,including Operating Systems, Software Engineering, Database Systems, CompilerPrinciples, Computer Graphics and Human Computer Interaction. Niklaus Wirth described the important and indivisible link between algorithms and data structure in his book,Algorithms + Data Structures = Programs....
Complete Time Series Analysis With Python
by Minerva Singh- 3.8
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4 hours on-demand video
Over the course of my research I realised almost all the Python data science courses and books out there do not account for the multidimensional nature of the topic . You will go all the way from carrying out data reading & cleaning to to finally implementing powerful statistical and machine learning algorithms for analyzing time series data....
$12.99
Fundamentals of Python Programming
by Harrison perete- 4.6
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7.5 hours on-demand video
We'll cover the core building blocks of the language, programming design fundamentals, how to use the standard library, third-party packages, and how to create Python projects. The course deals with some of the fundamental concepts in Python and is intended for the absolute beginner. Python data types Control flow structures — conditionals and loops...
$12.99
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Data Processing with Python
by Ardit Sulce- 4.3
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3.5 hours on-demand video
Data scientists spend only 20 percent of their time on building machine learning algorithms and 80 percent of their time finding, cleaning, and reorganizing huge amounts of data. Build 10 advanced Python scripts which together make up a data analysis and visualization program. Export data from Python into various formats such as TXT, CSV, Excel, HTML and more....
$10.99
Python Project for Data Science
by Azim Hirjani , Joseph Santarcangelo- 4.4
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Approx. 6 hours to complete
Please ensure that before taking this course you have either completed the Python for Data Science, AI and Development course from IBM or have equivalent proficiency in working with Python and data. Demonstrate your Skills in Python - the language of choice for Data Science and Data Analysis Apply Python fundamentals, Python data structures, and working with data in Python...
Python Complete Course For Beginners
by Horizon Tech- 4.3
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5.5 hours on-demand video
This course is a depth introduction to both fundamental python programming concepts and the Python programming language. The course starts with the basics, including Python fundamentals, programming, and user interaction. Learn core Python scripting elements such as variables and flow control structures Discover how to work with lists and sequence data Use Python to read and write files Data Structures...
$14.99
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