The course's title is: "Unlocking the Power of Machine Learning A Complete guide to TensorFlow certification"
**Introduction:**
Welcome to TensorFlow & Machine Learning! Machine Learning is an innovative technology that has revolutionized a broad range of industries. TensorFlow can be a great tool to aid you in excelling in this fast-paced field. In this book, we'll look at the ways to gain access to Machine Learning by using TensorFlow.
**Chapter 1. Machine Learning Fundamentals**
Learn about the types of machine learning and their practical applications. Learn about the roles that data and algorithms play in the ML processes.
- **1.2 TensorFlow Introduction:*Learn about TensorFlow, one of the most popular machine learning libraries. Learn about the background of TensorFlow as well as its numerous benefits.
- **1.3 Setting up Your Environment:* Install TensorFlow. Setup your development environment. You'll be guided through the procedure for cloud-based solutions as well as local ones.
Chapter 3: Data Processing, Exploration and Analysis
- **2.1 Data CollectionKnow the importance of data collection, sources, and the best way to collect information to support your ML projects.
**2.2 Cleansing Data:*Learn how to cleanse and preprocess raw datasets to make them suitable for machinelearning algorithms.
- **2.3 Data Visualization:** Discover the art of data visualization in order to get insights and make educated decisions. You will be working using libraries like Matplotlib and Seaborn.
- **2.4 Data Transformation:* Explore techniques for data transformation like one-hot encoding or feature scaling, in order to prepare data to train models.
**Conclusion:**
After you've read this thorough guide, you'll be prepared to unlock Machine Learning using TensorFlow. You'll also be at ease in seeking TensorFlow accreditation. This course will provide you with the necessary skills to be a successful data scientist. Prepare yourself for an exciting journey into the world.
TensorFlow is a extremely powerful AI tool that will help you to become an expert.