Make predictions with Python machine learning for apps
What you'll learn
- Master the basics: become an expert in Python and Java while learning core machine learning concepts
- Machine learning goes mobile: learn how to incorporate machine learning models into Android apps
- Optimize for intelligent apps: discover the TensorFlow mobile framework and build scientific analysis apps
Course content
- 00:03Resources
Requirements
- No experience required!
- We will show you how to get all required programs for free
- This course was recorded on a Mac, but you can use a PC
Description
Go through 3 ultimate levels of artificial intelligence for beginners!
Learn artificial intelligence, machine learning, and mobile dev with Java, Android, TensorFlow Estimator, PyCharm, and MNIST. Woah! That's a lot of content for one course.
This course was funded by a wildly successful Kickstarter
Use Google's deep learning framework TensorFlow with Python. Leverage machine learning to improve your apps
Prediction Models Masterclass
By the end of this course you will have 3 complete mobile machine learning models and apps. We will build a simple weather prediction project, stock market prediction project, and text-response project.
For each we will build a basic version in PyCharm, save the trained model, export the trained model to Android Studio, and build an app around model.
No experience? No problem
We'll give you all necessary information to succeed from newbie to pro. We will install PyCharm 2017.2.3 and explore the interface. I will show you every step of the way. You will learn crucial Python 3.6.2 language fundamentals. Even if you have coding knowledge, going back to the basics is the key to success as a programmer. We will build and run Python projects. I teach through practical examples, follow-alongs, and over-the-shoulder tutorials. You won't need to go anywhere else.
Then we will install Android Studio 3 and explore the interface. You will learn how to add a simulator and build simple User Interfaces (UIs). For coding, you will learn Java 8 language fundamentals. Java is a HUGE language that you must know, and I will tell you all about it. We will build and run Android projects directly in the course, and you will have solid examples to apply your knowledge immediately.
Complete Image Recognition and Machine Learning for Beginners
With this course I will help you understand what machine learning is and compare it to Artificial Intelligence (AI). Together we will discover applications of machine learning and where we use machine learning daily. Machine learning, neural networks, deep learning, and artificial intelligence are all around us, and they're not going away. I will show you how to get a grasp on this ever-growing technology in this course. We will explore different machine learning mechanisms and commonly used algorithms. These are popular and ones you should know.
Next I'll teach you what TensorFlow 1.4.1 is and how it makes machine learning development easier. You will learn how to install TensorFlow and access its libraries through PyCharm. You'll understand the basic components of TensorFlow.
Follow along with me to build a complete computational model. We'll train and test a model and use it for future predictions. I'll also show you how to build a linear regression model to fit a line through data. You'll learn to train and test the model, evaluate model accuracy, and predict values using the model.
Stock Market, Weather & Text - Let's Go!
Who this course is for:
- People who want to learn machine learning concepts through practical projects with PyCharm, Python, Android Studio, Java, and TensorFlow
- Anyone who wants to learn the technology that is shaping how we interact with the world around us
- Anyone who is interested in predictive modeling for handling the stock market, weather, and text
Instructors
![Mammoth Interactive](data:image/svg+xml,%3Csvg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 64 64"%3E%3C/svg%3E){kind=avatar}
- 4.2 Instructor Rating
- 9,902 Reviews
- 146,467 Students
- 234 Courses
"I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W.
"Very good at explaining the basics then building to more complex features." – Student Kevin L.
Mammoth Interactive has been contracted to produce epic soundtracks, addicting levels, rock solid programming and business development.
- 4.2 Instructor Rating
- 15,584 Reviews
- 240,768 Students
- 285 Courses
John Bura is has been a successful Udemy instructor since 2011. 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 the top 10 in the Apple's app store. In his spare time John likes to play ultimate Frisbee, cycle and work out.