Deep Dive into Artificial Intelligence - The Master Program
Deep Dive into Artificial Intelligence - The Master Program
Course is an intermediate level course, curated exclusively for both beginners “Deep Dive into Artificial Intelligence - The Master Program”
Go Link On Udemy
What you'll learn
- Understand Artificial Intelligence in detail
- Work on Data Science with python
- Deep dive into Machine Learning
- Understand Deep Learning with Keras and TensorFlow
About the Course: Deep Dive into Artificial Intelligence - The Master Program
The “Deep Dive into Artificial Intelligence - The Master Program” course is an intermediate level course, curated exclusively for both beginners and professionals.
The course covers the basics as well as the advanced level concepts. The course contains content based videos along with practical demonstrations, that performs and explains each step required to complete the task.
Learning Objectives:
- By the end of the course, you will be able to learn about:
- Introduction to Artificial Intelligence
- Fundamentals of Machine Learning and Deep Learning
- Machine Learning Workflow
- Performance Metrics
- Overview of Data Science
- Overview of Data Analytics
- Statistical Analysis and Business
- Python Environment Setup and Essentials
- Mathematical Computing with Python
- Scientific Computing with Python
- Data Manipulation with Pandas
- Machine Learning with Scikit-Learn
- Natural Language Processing with Scikit Learn
- Data Visualization in Python using matplotlib
- Web Scraping with BeautifulSoup
- Python Integration with Hadoop MapReduce and Spark
- Introduction to AI and Machine Learning
- Data Preprocessing
- Supervised Learning
- Feature Engineering
- Supervised Learning Classification
- Unsupervised Learning
- Time Series Modeling
- Ensemble Learning
- Recommender Systems
- Text Mining
- Introduction to TensorFlow
- Convolutional Network
- Recurrent Neural Network
- Restricted Boltzmann Machine (RBM)
- Autoencoders
...and much more! There are separate sections for Artificial Intelligence, Data Science with Python, Machine Learning, and Deep Learning with Keras and TensorFlow which lets you scale up these techniques.
