Learn to Master Python • from Beginner to Expert (2019-04)

Learn to Master Python • from Beginner to Expert
61 sections • 430 lectures • 115h 32m total length
2019-04 | e-Learning | English | HTML, MP4, ZIP | 65.56 GB

Use Google's deep learning framework TensorFlow with Python. Leverage machine learning to make game changing apps.


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What you'll learn
- Code in the Python programming language.
- Create basic line and scatter plots with Matplotlib
- Customize our graphs with visuals, a title, labels, text and a legend.
- Optimize for intelligent apps: discover the TensorFlow mobile framework and build scientific analysis apps
- Machine learning goes mobile: learn how to incorporate machine learning models into Android apps
- And More!

Requirements
- Download Anaconda 4.2.0, the free data science platform by Continuum, which contains Python 3.5.2 and Matplotlib.
- Otherwise, you can download and install Python 3.5.2 and Matplotlib for free online.
- Topics involve intermediate math, so familiarity with university-level math is helpful.
- This course was recorded on a Mac, but you can use a PC

Description

We at Mammoth Interactive value input from students like you. Feel free to leave us your feedback.

This course was funded through a massively successful Kickstarter campaign.

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.

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

Do you want to learn how to visualize data? Enroll in this course to learn how to do so directly in code.

Make 2D & 3D Graphs in Python with Matplotlib for Beginners! is suitable for coding beginners because we begin with a complete introduction to coding. Then we delve deep into using Matplotlib, a Python 2D plotting library.

In Part 1, you learn how to use Python, a popular coding language used for websites like YouTube and Instagram. You learn the basics of programming, including topics like variables, functions, and if statements. You learn about data structures such as lists, dictionaries, and sets. We cover how to use for and while loops, how to handle user input and output, file input and output.

We apply our knowledge to build a fully functional tic-tac-toe game. You learn classes, methods, attributes, instancing, and class inheritance. We make an additional Blackjack game! You learn how to solve errors that can occur when you work as a programmer.

In Part 2, you take your Python knowledge and apply it to Matplotlib. We go over many cool features of Matplotlib that we can use for data visualization. We show you how to make line plots, scatter plots, candlestick plots. You learn how to customize the visuals of your graph and to add text and annotate graphs. And much more!

Why choose Mammoth Interactive?

We prioritize learning by doing. We blend theory with practical projects to ensure you get a ​hands-on experience ​by building projects alongside your instructor. Our experienced instructors know how to explain topics clearly at a logical pace. Check out our huge catalog of courses for more content.

Also now included in these bundles are our extra courses. If you want to learn to use other programs such as Camtasia or Sketch, you get more content than what you paid for this way!

We really hope you decide to purchase this course and take your knowledge to the next level. Let's get started.

Enroll now to join the Mammoth community!

Who this course is for:
- People who want to learn machine learning concepts through practical projects with PyCharm, Python, Android Studio, Java, and TensorFlow.
- Absolute beginners who want to learn to code for the web in the popular Python programming language.
- Anyone who wants to learn the technology that is shaping how we interact with the world around us.
- Beginners who want to learn how to use data science to make graphs.
- Experienced programmers who want to learn a 2D plotting library for Python.
- Anyone who is interested in predictive modeling for handling the stock market, weather, and text.