Artificial Intelligence & AI SkillsFuture Course & Training Singapore
Our Artificial Intelligence Training Course develops all the skills required for a career as a certified Artificial Intelligence Engineer. It enables you to gain in-depth knowledge on various aspects of AI including TensorFlow, Machine Learning, Artificial neural networks, data science, python, advanced analytics, and many more. You will also gain hands-on exposure to various real-time use cases and projects during this training. Enroll now and get certified.
Tools/Frameworks Covered
Python Programming
- IPython
- Jupyter
- NumPy
- Pandas
SkillsFuture Claimable Course
Artificial Intelligence (AI) Course Objectives
Course Objectives
Upon completion of the training, you will be able to:
- Understand TensorFlow concepts, functions, operations and the execution pipeline
- Understand the concepts of machine learning including mathematical aspects.
- Implement deep learning algorithms in TensorFlow and interpret results.
- Understand neural networks to analyze and utilize data
- Comprehend theoretical and practical Machine Learning aspects.
- Understand implementing AI techniques for problem-solving and explaining its limitations.
Why should you learn Artificial Intelligence to grow your career?
- AI has become the cutting-edge technology in today’s technological world with more and more companies adopting it every single day.
- Inspizone AI training helps you get on the AI bandwagon and apply for the highest paid and best suitable jobs in the market.
- The average salary of an experienced AI professional is $246,500 per year- Neuvoo.com
Who should learn Artificial Intelligence?
This training is the perfect choice for:
- Professionals in analytics
- Data Science Professionals
- E-commerce Professionals
- Search Engine Professionals
- Software professionals who wish to switch career to AI
What are the prerequisites for the Artificial Intelligence course?
- Anyone regardless of their prior skills can take this training.
What will you learn in this Artificial Intelligence training?
The following are the essential skills that users will gain upon completion of this training:
- Fundamentals of Artificial Intelligence
- Building neural networks in AI
- Understanding Machine learning & Deep learning
- Backpropagation in neural networks
- Numerical TensorFlow Computation
- Deep learning training models
- Working with recommender systems in AI.
Artificial Intelligence (AI) Training Curriculum
- Introduction to Artificial Intelligence
- Classification and Regression using Supervised learning
- Predictive analytics with Ensemble learning
- Detecting Patterns with unsupervised learning
- Building recommender systems
Introduction to Data Science, Analytics, Machine Learning
- Python Language Basics, IPython, and Jupyter Notebooks
- Built-in Data Structures, Functions, and Files
- NumPy Basics, Arrays and Vectorized Computation
- Getting Started with pandas
- Data Loading, Storage, and File Formats
- Data Cleaning and Preparation
- Data Wrangling, Join, Combine, and Reshape
- Plotting and Visualization
- Data Aggregation and Group Operations
Time Series
Predictive Bussiness analytics
Business Intelligence Development
Text Mining and Analytics