Overview
Embark on a journey to navigating the complexities of Artificial Neural Networks (ANN) with our comprehensive course designed for business managers. This course is tailored for individuals with no prior coding or complex mathematical knowledge. Delve into the world of predictive ANN models and secure a robust understanding of both Artificial Neural Networks and Deep Learning. Discover the applicable scenarios for ANN in business, and master building and utilizing ANN for predictions in R.
What you will learn:
- Comprehensive knowledge of Artificial Neural Networks (ANN) and Deep Learning.
- Identifying business scenarios suitable for ANN application.
- Building an ANN in R.
- Using ANN for making predictions.
- Data manipulation and statistical computations with R programming.
- Applying Keras and TensorFlow libraries effectively.
This all-encompassing Artificial Neural Network (ANN) course provides everything required to construct a Neural Network model in R, making it the perfect choice for business analysts, executives, or students aiming to apply Deep Learning to real-world business challenges. Achieve a verifiable Certificate of Completion upon finishing the course.
Course Highlights:
- Part 1: Initial setup of R studio; R Crash course.
- Part 2: Theoretical foundations of Neural Networks.
- Part 3: Crafting Regression and Classification ANN models in R.
- Part 4: Data Preprocessing techniques.
- Part 5: Essentials of Classic ML technique - Linear Regression.
By the end of this insightful journey, you will confidently navigate the creation of Neural Network models in R, equipped with a deeper understanding of how to leverage ANN for predictive modeling and solving intricate business problems.
Why choose this course? It comprehensively covers the creation of a Neural network-based model to address business issues, presented by Abhishek and Pukhraj – seasoned managers in the Global Analytics Consulting realm. This course distills practical analysis aspects, fortified by a blend of deep theoretical insights and real-world applications.
Join us and transform your understanding of Deep Learning and its application in the business world with R. Enroll now and begin your path to mastering Artificial Neural Networks in R Studio!
Providers: Udemy.
Categories: Deep Learning Courses, Neural Networks Courses, TensorFlow Courses, Keras Courses.
Syllabus
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