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Data Mining with Python Course
KEY FEATURES
What is data mining? Data mining is getting useful actionable insights from data. Whoever owns data owns the future. But owning data is not good enough. You need to know how to draw insights from a dataset, draw useful insights, look at statistics, and find patterns using a dataset. In this course, you'll grow your skills and become an indispensable data scientist.- Access 9 lectures & 7 hours of content 24/7
- Use real-world examples of data mining & datasets
- Practice for real-world projects
- Clean data, filter noise, make data available for analysis
- Perform cluster analysis, classification, & regression, including logistic regression
- Use the K-NN classifier & SVM
- Detect outliers in univariate, multivariate & high dimensional spaces
- Learn how to use Apache Spark, the number one framework used for distributed processing
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web and mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, Android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design, and project management. To this day John has 40 commercial games that he has contributed to. Several of the games he has produced have risen to number 1 in Apple's app store. In his spare time, John likes to play ultimate Frisbee, cycle and work out.The Deep Learning Masterclass: Classifying Images with Keras
KEY FEATURES
A subset of machine learning, deep learning focuses on how machines use neural networks to learn from data. These neural networks are used to perform tasks and are adjusted to better the outcome each time, paving the way for groundbreaking machines that learn on their own! This master class takes you through machine learning, neural networks, and several core tools, like Keras, TensorFlow, and Python as you work toward creating a model that can classify images.- Access 46 lectures & 6 hours of content 24/7
- Walk through the essentials for using Python, Keras, TensorFlow & more machine learning tools
- Expand your understanding of machine learning, neural networks & convolutions
- Dive into creating your own image classifier model from scratch
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web and mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Bucky Roberts is a computer programmer and web developer. He started working for Google in 2008 and also has a YouTube channel "thenewboston" that has over 800,000 subscribers. He makes tutorials on computer programming, Adobe software, computer science and many other topics!The Python Mega Course: Build 10 Real World Applications
KEY FEATURES
The best way to learn Python is by using Python, and this massive course will teach you while you develop real life applications. Over the course, you'll truly begin to appreciate the many, many uses of Python as you build web applications, database applications, web visualizations, and much more. By course's end, you will have built 10 applications that you can be proud of, and have the tools to go off on your own into the world of Python programming.- Access 176 lectures & 23 hours of content 24/7
- Build a name generator, a website URL timed blocker, a web map generator, a portfolio website w/ Flask, a GUI-based desktop application, a webcam motion detector, a web scraper of property, an interactive web-based financial chart, a data collector web application, a geocoding web service
- Under & use object-oriented design
- Use Python to build applications w/ Flask, Tkinter, Numpy, Folium & more
- Explore scraping data, computer vision, sending automated emails & more using Python
- Schedule Python programs based on computer events
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web and mobile
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Ardit Sulce received his master's degree in Geospatial Technologies from the Institute of Geoinformatics at University of Muenster, Germany. He also holds a Bachelor's degree in Geodetic Engineering.Ardit offers his expertise in Python development on Upwork where he has worked with companies such as the Swiss in-Terra, Center for Conservation Geography, and Rapid Intelligence. He is the founder of PythonHow where he authors written tutorials about the Python programming language.
From 0 to 1: Learn Python Programming - Easy as Pie
KEY FEATURES
Python's one of the easiest yet most powerful programming languages you can learn, and it's proven its utility at top companies like Dropbox and Pinterest. In this quick and dirty course, you'll learn to write clean, efficient Python code, learning to expedite your workflow by automating manual work, implementing machine learning techniques, and much more.- Access 55 lectures & 10 hours of content 24/7
- Acquire the database knowledge you need to effectively manipulate data
- Eliminate manual work by creating auto-generating spreadsheets w/ xlsxwriter
- Master machine learning techniques like sk-learn
- Utilize tools for text processing, including nltk
- Learn how to scrape websites like the NYTimes & Washington Post using Beautiful Soup
- Complete drills to consolidate your newly acquired knowledge
PRODUCT SPECS
Details & Requirements
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Compatibility
- Internet required
THE EXPERT
Instructor
Loonycorn is comprised of two individuals—Janani Ravi and Vitthal Srinivasan—who have honed their respective tech expertise at Google and Flipkart. The duo graduated from Stanford University and believes it has distilled the instruction of complicated tech concepts into funny, practical, engaging courses, and is excited to be sharing its content with eager students.Cyber Security: Python & Web Applications
KEY FEATURES
Develop a practical skill set by learning how to detect and defeat online threats in this beginner-to-advanced course. You'll build security analysis tools using Python and learn how to analyze web app security vulnerabilities and solutions using frameworks like Ruby onRails and PHP. Put your newfound Python skills to the test by applying them to a practical, very in-demand use.- Access 196 lectures & 10 hours of content 24/7
- Discuss vulnerability analysis, security scanning, phishing protection, & more
- Perform password complexity analysis, multi-factor authentication, network traffic analysis, & more
- Explore the biggest threats in IT, including botnets, code exploits, SQL injection, social engineering, & more
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
Requirements
- Internet required
THE EXPERT
Instructor
Mashrur Hossain has been a technology professional for over a decade and holds degrees in both Computer Science and Economics. He has worked with Enterprise Software Systems throughout his career with roles in analysis, development, and management. He is very passionate about web application development and believes Ruby on Rails has proven to be a very strong force in this field. Join him for his comprehensive Ruby on Rails Developer courses as he guides you through the world of web application development using Rails.Python 3 Complete Master Class
KEY FEATURES
This Python 3 programming course is aimed at anyone with little or no experience in coding but who wants to learn Python from scratch. This hands-on training takes you from "Hello World!" to advanced Python topics in just a few hours. Each lesson is filled with relevant examples, created in a learn-by-doing fashion and the quizzes, coding exercises and assignments will help you consolidate the main ideas behind each Python 3 topic.- Access 165 lectures & 9 hours of content 24/7
- Learn & practice every Python 3 key concept
- Explore advanced Python 3 topics
- Build a scientific calculator in Python 3
- Gain real-life skills that you can use at most programming & IT-related jobs
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Mihai Catalin Teodosiu holds a degree in Telecommunications and Information Technology from University Politehnica of Bucharest, Romania, as well as the CCNP, CCNA, CCDA, JNCIA, and ISTQB CTFL certifications. He has been working as a Network Quality Assurance Engineer since 2010, testing the OS for Nortel/Avaya L3 switches.- 5+ years experience in the Networking and Testing/Quality Assurance industries.
- Certified professional: Cisco, Juniper & International Software Testing Qualifications Board certifications
- Teaching courses on Udemy, GNS3 Academy & other e-learning platforms
- Thousands of satisfied students, 4.97 / 5 average course rating
- Thousands of followers on LinkedIn, Twitter, Facebook & Blogger
Complete Data Wrangling & Data Visualization With Python
KEY FEATURES
This course is a sure-fire way of acquiring the knowledge and statistical data analysis wrangling and visualization skills you need to make it in the data analysis field. You'll go from data zero to performing some of the most common data wrangling tasks in Python. Plus, you'll be able to visualize data like a pro so you can help companies make actionable insights.- Access 49 lectures & 5 hours of content 24/7
- Use some of the most important Python data wrangling & visualization packages
- Apply important data visualization concepts for practical data analysis & interpretation
- Decide which wrangling & visualization techniques are best suited to answer different questions
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Minerva Singh is a PhD graduate from Cambridge University where she specialized in Tropical Ecology. She is also a Data Scientist on the side. As a part of her research, she has to carry out extensive data analysis, including spatial data analysis using tools like R, QGIS, and Python. Minerva also holds an MPhil degree in Geography and Environment from Oxford University.Python Web Programming
KEY FEATURES
Python is considered by many experts to be the ideal learning language for first time programmers because it is syntactically fairly straight-forward and has an enormous reach of applications. It's an excellent stepping stone for other, more complex languages, yet Python programmers are also in constant demand. This course dives into all aspects of web programming with Python, and will be the perfect first step for your coding odyssey.- Access 57 lectures & 6 hours of content 24/7
- Acquire an in-depth understanding of Python web programming
- Get hands-on experience working w/ Python files & building programs
- Access & parse the web w/ Python
- Manage a database & a remote server
- Create a basic website w/ Python
- Run code via a Virtual Private Server
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
Requirements
- Internet required
THE EXPERT
Instructor
At Stone River eLearning, technology is all we teach. If you're interested in programming, development or design - we have it covered.Check out our huge catalog of courses and join the over 300,000 students currently taking Stone River eLearning courses. We currently offer 125+ different technology training courses on our Stone River eLearning website and are adding new courses on hot and trending topics every month. A subscription option is available for those with a real passion for learning.
Web Scraping with Python and BeautifulSoup
KEY FEATURES
Gathering data from a web page is known as web scraping, and is typically performed either by fetching web page via URL and reading the data directly online or by reading the data from a saved HTML file. Understanding web scraping is a skill crucial to anyone interested in data science or those just looking to obtain information from web pages.- Access 10 lectures & 1 hour of content 24/7
- Download & install the Python library BeautifulSoup
- Inspect a web page to identify the relevant data
- Scrape & parse data using BeautifulSoup
- Store & sanitize data in a correctly formatted CSV sheet
- Read from local HTML files instead of URLs
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Pablo Farias Navarro is a software developer and founder of ZENVA. Since 2012, he has been teaching online how to create games, apps and websites to over 150,000 students through the Udemy and Zenva Academy platforms, and created content for companies such as Amazon and Intel.Pablo is a member of the Intel Innovator Program in the Asia Pacific, and has run live programming workshops in San Francisco, Brisbane and Bangalore. Pablo holds a Master in Information Technology (Management) degree from the University of Queensland (Australia) and a Master of Science in Engineering degree from the Catholic University of Chile.
The Complete Python Data Visualization Course
KEY FEATURES
Python is an especially valuable tool for visualizing data, and this course will cover a variety of techniques that will allow you to visualize data using popular plotting libraries like Matplotlib, Seaborn, and Bokeh. Beginning with an intro to statistics, you'll extend into a variety of plots that will cover most use-cases.- Access 23 lectures & 2 hours of content 24/7
- Explore bar charts, line plots, & scatter plots
- Take a deep dive into Matplotlib, Seaborn, & Bokeh
- Discover subplots & how they're used
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Pablo Farias Navarro is a software developer and founder of ZENVA. Since 2012, he has been teaching online how to create games, apps and websites to over 150,000 students through the Udemy and Zenva Academy platforms, and created content for companies such as Amazon and Intel.Pablo is a member of the Intel Innovator Program in the Asia Pacific, and has run live programming workshops in San Francisco, Brisbane and Bangalore. Pablo holds a Master in Information Technology (Management) degree from the University of Queensland (Australia) and a Master of Science in Engineering degree from the Catholic University of Chile.
Learn Python 3 By Making a Game
KEY FEATURES
Python is a language that is currently in extremely high-demand, and you can learn it the fun way through this course! With no prior programming experience necessary, this course will demonstrate core concepts you need to program in Python by building your own game, getting you up and running with Python in a way that's both engaging and fun.- Access 24 lectures & 3 hours of content 24/7
- Create a game similar to Crossy Road or Frogger
- Use the Pygame library to put together your first Python game
- Become familiar w/ concepts like variables, functions, conditional statements, & loops
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Pablo Farias Navarro is a software developer and founder of ZENVA. Since 2012, he has been teaching online how to create games, apps and websites to over 150,000 students through the Udemy and Zenva Academy platforms, and created content for companies such as Amazon and Intel.Pablo is a member of the Intel Innovator Program in the Asia Pacific, and has run live programming workshops in San Francisco, Brisbane and Bangalore. Pablo holds a Master in Information Technology (Management) degree from the University of Queensland (Australia) and a Master of Science in Engineering degree from the Catholic University of Chile.
Image Processing with Python
KEY FEATURES
In this course, you’ll build a photo filter editor which allows you to create filters such as those used in Instagram and Snapchat. This app allows you to load a photo, edit its contrast, brightness, and grey-scale. You can also create and apply custom filters using this tool. Build the filters you love! What's cooler than that?- Access 22 lectures & 3 hours of content 24/7
- Learn about matrices, color models, brightness, contract, & convolution
- Install the Anaconda development environment
- Explore matrix operations & OpenCV
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: web streaming, mobile streaming
- Certification of completion included
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: all levels
Requirements
- Internet required
THE EXPERT
Instructor
Pablo Farias Navarro is a software developer and founder of ZENVA. Since 2012, he has been teaching online how to create games, apps and websites to over 150,000 students through the Udemy and Zenva Academy platforms, and created content for companies such as Amazon and Intel.Pablo is a member of the Intel Innovator Program in the Asia Pacific, and has run live programming workshops in San Francisco, Brisbane and Bangalore. Pablo holds a Master in Information Technology (Management) degree from the University of Queensland (Australia) and a Master of Science in Engineering degree from the Catholic University of Chile.