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Tensorflow: Machine Learning and AI Basics in 60 Minutes
Rating: 4.6 out of 5(7 ratings)
25 students

Tensorflow: Machine Learning and AI Basics in 60 Minutes

Mastering Machine Learning Basics in 60 Minutes: From Data Prep to Model Deployment in TensorFlow
Created byAdam Cole
Last updated 9/2024
English

What you'll learn

  • Build a machine learning model
  • Understand data preprocessing
  • Understand the architecture of a model
  • Understand the process behind training a model

Course content

4 sections11 lectures1h 21m total length
  • Intro9:10

    Introduction to the course

  • Course Overview6:59

    Overview of the course content

Requirements

  • An understanding of basic programming concepts (variables, arrays, datatypes) would help but is not essential to follow along with the course.

Description

In this intensive one-hour course, you’ll dive headfirst into the world of machine learning using TensorFlow and Google Colab. No pit stops—just pure acceleration!

What You’ll Cover:

  1. TensorFlow Basics: Understand the core concepts, from defining layers to training models.

  2. Google Colab Mastery: Leverage Colab’s cloud-based environment for seamless development.

  3. Data Prep Express: Quickly preprocess your data without detours.

  4. Model Construction: Design and build neural networks like a seasoned pro.

  5. Training and Evaluation: Witness your model learn, iterate, and fine-tune for optimal performance.

Why Take This Course?

  • Speedy Results: Get up to speed in just one hour.

  • Practical Skills: Apply what you learn to real-world problems.

  • No Pit Stops: We’re all about efficiency here!

Prerequisites:

  • Basic Python knowledge (if you can write a for loop, you’re set!)

  • Curiosity and a dash of determination

Ready to accelerate your ML journey? Buckle up!

Whether you’re a data enthusiast, a developer, or a curious learner, this course is your express ticket to mastering machine learning essentials. Let’s hit the road!


Your course instructor is me Adam Cole, a professional software engineer with 5 years working on enterprise level applications. Feel free to send me any questions on LinkedIn at Adam Cole Adam Cole BSc MBCS.

Who this course is for:

  • Anyone that wants to build an ML model for the first time.