Advanced Machine Learning & Data Analysis Projects Bootcamp

Build projects like a text summarizer! Learn object localization, image recognition and structuring data with pandas
4.55 (245 reviews)
Udemy
platform
English
language
Data & Analytics
category
Advanced Machine Learning & Data Analysis Projects Bootcamp
24 398
students
20.5 hours
content
Feb 2020
last update
$59.99
regular price

Why take this course?

🚀 Advanced Machine Learning & Data Analysis Projects Bootcamp 🚀

Are you ready to elevate your data science skills to the next level? With Mammoth Interactive's Advanced Machine Learning & Data Analysis Projects Bootcamp, you'll not just learn theoretical concepts but also build real-world projects like a text summarizer! This course has been crafted meticulously and is backed by a #1 Kickstarter project, ensuring top-notch learning experience. 🏆

Why Choose This Course?

  • 🌟 Student Testimonials: "Excellent! Thank you for all your hard work." - Inderpal, Mammoth Interactive student. "Great! Well explained and the instructor provides clear examples" - Mark T.
  • Comprehensive Coverage: Dive into a rich curriculum that covers everything from CIFAR 100 image dataset, Xcode development for Apple, Swift coding, CoreML, image recognition, to structuring data with pandas.
  • Cutting-Edge Technologies: Get hands-on experience with Android Studio, Java, app development, Pycharm, Python coding, Tensorflow, and much more.
  • Advanced Project Work: Build sophisticated machine learning projects using the MNIST database with neuron functions, master object localization, and explore Tensorboard.

Course Highlights:

Understanding Machine Learning Models:

  • Discover how computational graphs work as a network of connected nodes to make predictions.
  • Explore the 4 main components of building a machine learning program: data gathering, model building, training, and testing and evaluation.

Data Gathering and Formatting:

  • Learn to gather and format large volumes of data for optimal model learning.
  • Ensure your data is consistent in size, color, and labeling, and divide it into separate training and testing sets.

Model Building:

  • Determine the most effective model schemes and algorithms for solving your specific problem.

Training, Testing, and Evaluating:

  • Understand how models choose paths based on inputs, weights, and biases.
  • Engage in supervised learning by teaching the model correct outputs, fine-tuning neuron weights and biases to achieve higher accuracy.

Join the Mammoth Interactive Community: Don't miss out on this opportunity to become a data science expert. Enroll now and start your journey with Mammoth Interactive, where you'll learn from industry-leading instructors in a supportive and engaging online environment. 🎓

What You Will Learn:

  • Mastery of image datasets like CIFAR 100 and MNIST for model training.
  • Development skills with Android Studio and Xcode, perfect for Apple products.
  • Proficiency in Python, Tensorflow, Pycharm, and other essential tools for data analysis and machine learning.
  • Techniques for object localization and recognition.
  • How to use Tensorboard for monitoring training processes.

Ready to transform your career with advanced machine learning projects? 🌟 Enroll in the Advanced Machine Learning & Data Analysis Projects Bootcamp today and unlock the power of data science!

Course Gallery

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1758260
udemy ID
20/06/2018
course created date
07/08/2019
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