Why Choose this Training Course?
Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This training course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions.
What are the Goals?
At the end of this training course, you will develop AI solutions for business problems. You will:
Who is this Training Course for?
The skills covered in this training course converge on four areas software development, IT operations, applied math and statistics, and business analysis. Target participants for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems.
So, the target participant is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decision-making products that bring value to the business.
A typical participant in this course should have several years of experience with computing technology, including some aptitude in computer programming.
The Course Content
Day One : Solving Business Problems Using AI and ML
Preparing Data
Day Two : Training, Evaluating, and Tuning a Machine Learning Model
Building Linear Regression Models
Building Forecasting Models
Day Three : Building Classification Models Using Logistic Regression and k-Nearest Neighbor
Building Clustering Models
Building Decision Trees and Random Forests
Day Four : Building Support-Vector Machines
Building Artificial Neural Networks
Day Five : Operationalizing Machine Learning Models
Maintaining Machine Learning Operations
INFORMATECH is the region’s leading provider of in-house custom-designed courses. We have been tailoring in-house solutions for our clients aimed at helping them achieve short term training wins or long term strategic requirements. In addition to being significantly cost effective, these courses are constantly in demand because they:
If you did not find the appropriate date or venue suitable for you, or you would like to join the course online, you can request a custom course from the link below.
We offer group and corporate discounts on many courses. These discounts are available for clients who want to maximize their return on investment.
We offer individual discounts on many courses for people who are self-sponsored and make their payment in full and upfront at the time of registration.
Nominations to our public courses are to be processed by the client’s HR/Training department except for self-nominations which are to be paid in advance using the “payment by self” option on the online registration form. A refund will be issued back to the client in the event of course cancellation or seat unavailability. Registration confirmation is subject to INFORMATECH's review of registration request and seat availability.
Clients are responsible for any type of tax levied in their country.
If you are interested in having a course custom-designed for your organization, please submit a request using the link below. Once we receive your duly completed request, one of our business development professionals or consultants will get in touch with you to understand your requirements with more detail and answer any relevant questions you may have. After all pertinent information has been exchanged, we will work on the custom-designed request and send you the proposal you require and work with you to identify the ideal period and place for delivering the custom-designed solution.