Python Data Science and Machine Learning Bootcamp with Keras

Course details

A data science masterclass for beginners! This epic course covers Python, Java, TensorFlow and data visualization.

Funded by a #1 Kickstarter Project by Mammoth Interactive

• 28 hours on-demand video

• Offline Access via the Udemy App!

• 16 Articles

• 12 Downloadable Resources

• Full Lifetime Access

Build Amazing Python Projects with Mammoth Interactive!

First you will install PyCharm2017 and explore the interface. You will learn crucialPython 3.6 language fundamentals. Even if you have coding knowledge, going back to the basics is the key to success as a programmer. You will build and run Python projects.

You will install Android Studio 3and explore the interface. You will learn how to add a simulator and build simple User Interfaces (UIs) by coding in Java FROM SCRATCH!

You will buildand run Android projects directly in this course. You will create solid examples to apply your knowledge immediately.

Use Machine Learning and Algorithms for Apps

You will discover applications of machine learning and where we use machine learning daily. You will explore different machine learning mechanisms and commonly used algorithms.

You will learn how to install TensorFlow 1.4 and access its libraries through PyCharm. You'llunderstandthe basic components of TensorFlow.

Build Data Models and Recognition Projects!

You'll learn 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.

• Build a facial recognition project

• Build a happy/sad face detection project

• Build a simple digit recognition project using the MNIST handwritten digit database

• Handwritten digit recognition with advanced MNIST

• Build a simple linear regression model in PyCharm with TensorFlow

• Build a simple image recognition project using the CIFAR-10 library

• Image recognition with CIFAR-100

• And much more!

Then we'll get started with Keras, which we'll compare with TensorFlow to make it easier to understand. You'll learn where and how to use Keras.

Build Sophisticated Projects for Your Portfolio

With Python Data Science and Machine Learning Bootcamp with Keras, you will be able to add all of these technologies to your resume, LinkedIn profile, or personal website.

You will train models, export them to Android Studio, and build apps around each model. You will also make more complex and sophisticated projects for recognizing handwritten digits and images from datasets.

• Discover the Keras library

• Explore PyCharm and the Python language

• Explore Android Studio and the Java language

• Discover machine learning concepts

• Explore TensorFlow, a machine learning framework

An In Depth Look at Matplotlib's Rich Features!

You will then learn how to use the amazing Python plotting library Matplotlib. You will take your Python knowledge and apply it to Matplotlib.Do you want to learn how to visualize data? Enroll in this Mammoth Interactive course to learn how to do so directly in code.

• Create basic line and scatter plots with Matplotlib 1.5.

• Customise our graphs with visuals, a title, labels, text and a legend.

• Recognize types of visualization: histograms, pie charts, and box and whisker plots.

• Make candlestick plots.

• Understand figures and subplots.

• Perform in-depth customization of plot structure

• Understand basic 3D plotting.

You will learn many amazing features of Matplotlib for data visualization. You learn how to customize the visuals of your graph and to add text and annotate graphs. And much more!

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