Cloud AI & Machine Learning Mastery - eLearning Bundle CourseNew

Learn at Your Own Pace

This self-paced online course lets you learn independently at your own pace through Certstaffix Training's easy-to-use platform.

How It Works

• A Learn at your own pace - Start and stop as it is convenient for you. Pick up where you left off.
• Lecture utilizing video and recorded screenshots
• 6-month subscription length
• Instant Access After Purchase

Have more than 10 students needing this course? Contact Us for bulk pricing.

Machine Learning in the Cloud With Azure Machine Learning

Course Duration - 2 hrs 59 min

With the arrival of cloud computing and multi-core machines, we have enough compute capacity at our disposal to churn large volumes of data and dig out the hidden patterns contained in these mountains of data. This technology comes in handy, especially when handling Big Data. Today, companies collect and accumulate data at massive, unmanageable rates for website clicks, credit card transactions, GPS trails, social media interactions, and it is becoming a challenge to process all the valuable information and use it in a meaningful way. This is where machine learning algorithms come into the picture. These algorithms use all the collected “past” data to learn patterns and predict results or insights that help us make better decisions backed by actual analysis. You may have experienced various examples of machine learning in your daily life. Machine learning is used to build models from historical data, to forecast the future events with an acceptable level of reliability. This concept is known as predictive analytics. To get more accuracy in the analysis, we can also combine machine learning with other techniques such as data mining or statistical modeling. This progress in the field of machine learning is great news for the tech industry and humanity in general. But the downside is that there aren’t enough data scientists or machine learning engineers who understand these complex topics. Well, what if there was an easy to use web service in the cloud, which could do most of the heavy lifting for us? What if it scaled dynamically based on our data volume and velocity? The answer is the new cloud service from Microsoft called Azure machine learning.

Applied Machine Learning with BigQuery on Google Cloud

Course Duration - 2 hrs 28 min

Right now, applied machine learning is one of the most in-demand career fields in the world, and will continue to be for some time. Most of the applied machine learning is supervised.

That means models are built against existing datasets.

Most real-world machine learning models are built in the cloud or on large on-premises boxes. In the real world, we don’t build models on laptops or on desktop computers.

Google Cloud Platform’s BigQuery is a serverless, petabyte-scale data warehouse designed to house structured datasets and enable lightning-fast SQL queries. Data scientists and machine learning engineers can easily move their large datasets to BigQuery without having to worry about scale or administration, so you can focus on the tasks that really matter—generating powerful analysis and insights.

This course covers the basics of applied machine learning and an introduction to BigQuery ML. You will also learn how to build your own machine learning models at scale using BigQuery.

By the end of this course, you will be able to harness the benefits of GCP’s fully managed data warehousing service.

All resources to this course are placed here.

Master ChatGPT and OpenAI APIs By Building AI Tools in Python

Course Duration - 11 hrs 11 min

Step into the world of AI with this course, where you'll go from grasping the basics to crafting advanced AI applications. Master content creation, code generation, and prompt engineering, and explore generative AI with hands-on projects. Unleash the combined capabilities of ChatGPT and OpenAI's APIs to innovate and stand out in the tech industry.

Machine Learning, Data Science and Generative AI with Python

Course Duration - 18 hrs 11 min

This course will teach you the fundamental techniques used by real-world industry data scientists and prepare you for a move into this hot career path, whether you are a programmer looking to switch to an exciting new career track or a data analyst looking to make the transition into the tech industry. The A-Z of machine learning, artificial intelligence, and data mining approaches that actual employers are seeking will be covered in this course.

Building Autonomous AI Agents with LangGraph

Course Duration - 3 hrs

Explore the fundamentals and advanced concepts of AI agent development. This course guides you through building intelligent agents using the OpenAI API and LangGraph, with hands-on projects and a capstone project to apply your knowledge. Ideal for technical professionals aiming to excel in AI.

Azure Data and AI Architect Handbook

Course Duration - 4 hrs 44 min

This is a reference handbook that'll enable enterprise data and AI architects to create best-in-class architectures for data engineering, data science, data warehousing, and data serving on Azure. This ebook also serves as a reference to help cloud architects to understand the operations required for building optimal architectures.

Essential Career Skills Pack

Productivity and Time Management

Course Duration - 30 min

It seems that there is never enough time in the day. But, since we all get the same 24 hours, why is it that some people achieve so much more with their time than others? This course will explain how to plan and prioritize tasks, so that we can make the most of the limited time we have. By using the time-management techniques in this course, you can improve your ability to function more effectively – even when time is tight and pressures are high. So, by the end of the course you will have the knowledge, skills and confidence to be an effective manager of your time.

Basic Digital Skills

Course Duration - 13 min

With the rise of digital transformation and technology, having a basic digital literacy is essential for all types of jobs, regardless of the industry. To stay competitive and be successful in the workplace, enhancing your digital skills should be a top priority.

4 Ways to Boost Creativity

Course Duration - 30 min

The digital economy is opening up ways for everyone to be creative. It doesn’t just mean being artistic – it’s more about ideas, solutions, alternatives, incremental improvements. Peter Quarry and Eve Ash discuss ways that mental capacity can be developed, perspectives changed, group power leveraged and making things actually happen.

The 11 Essential Career Soft Skills

Course Duration - 1 hr 10 min

Soft Skills are the traits, characteristics, habits, and skills needed to survive and thrive in the modern work world. Soft skills aren't usually taught in school, but you will learn them all here in this course. Are you someone that other people in your organization and industry like to work with, collaborate with and partner with? Are you seen as a valuable asset to any new project that comes along?

This soft skills training course will teach you how to develop the skills that can make the difference between a lackluster career that tops out at middle management versus one that lands you in the executive suite. Or to wherever you define career success. So many soft skills seem like common sense at first glance, but they are not commonly applied by most workers. This soft skills training course will give you an edge over your competitors. It will also make your job, your career and your life more rewarding and enjoyable.