Data Analytics with AI - eLearning Bundle CourseNew

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Course Details:

Length: 10 courses

Price: $475/person (USD)

Access Length: 6 months

Bulk Pricing: 10+ Contact Us

Course Features:

Instant Access After Purchase

Lecture by Recorded Video

Stop and Start as Needed

Certificate of Completion

Software Lab Included?: No
Cloud Based (requires trial or license)

Delivery Methods:

 Self-Paced Online

Individuals & Groups
@ Your Location


 

Course Overview

Data Analytics with AI - eLearning Bundle: Unlock the Power of Data and AI for Smarter Decisions

Are you ready to transform raw data into powerful insights and leverage cutting-edge AI to drive innovation? The Data Analytics with AI - eLearning Bundle is your ultimate masterclass for mastering essential data analysis techniques and artificial intelligence applications. This comprehensive bundle is meticulously designed to equip you with the skills to navigate today's data-driven world, whether you're a seasoned professional or just beginning your journey into data science and AI.

This bundle provides a holistic approach to data analytics and artificial intelligence, ensuring you gain both theoretical understanding and practical application. You'll move beyond basic data handling to implement advanced machine learning models and leverage the latest generative AI tools for unprecedented efficiency and insight.

What You'll Achieve:
  • Master ChatGPT's Advanced Data Analytics: Learn to use ChatGPT's Code Interpreter for effortless data preparation, complex analyses, and extracting meaningful insights, even without a statistics background. Optimize your data analysis workflows with smart querying and secure data handling practices.
  • Become Proficient in Prompt Engineering and Generative AI: Explore the world of AI content creation with ChatGPT, understanding the technology behind Large Language Models (LLMs) and Generative AI. Master prompt engineering to create compelling content, analyze data, and even generate images using tools like DALL-E.
  • Build a Strong Foundation in Analytics and Data Mining: Journey through the history of analytics and AI, understanding core concepts like data, big data, and data warehouses. Discover essential data mining techniques such as CRISP-DM and SEMMA methodologies for uncovering hidden patterns in large datasets.
  • Develop Expertise in Business Intelligence and Advanced Analytics: Transform raw data into actionable insights through effective data visualization and dashboard design. Apply descriptive, diagnostic, predictive, and prescriptive analytics to solve complex problems, utilizing techniques like decision trees and time series models.
  • Implement Advanced Machine Learning and AI Techniques: Dive into sophisticated machine learning concepts including transfer learning, dimensionality reduction, ensemble learning, and clustering. Utilize powerful statistical tools like regression analysis, Monte Carlo methods, and Markov processes for real-world applications.
  • Understand the Core of AI, Machine Learning, and Deep Learning: Gain a clear understanding of the evolution and impact of Artificial Intelligence. Learn how machine learning models make predictions and explore the foundational role of deep learning in advancing neural networks. Identify key business applications for AI technologies and stay ahead in the rapidly evolving tech landscape.

Don't miss this opportunity to gain highly sought-after skills in data analytics and AI. Enroll in the Data Analytics with AI - eLearning Bundle today and start making data-driven decisions with confidence!

Also Included - 4 Courses: An Essential Career Skills Pack with 4 courses in key areas for career management and growth, including Time Management, Digital Skills, Creativity and Soft Skills.

 


Course Notes


Important Course Information
This is a Lecture-Only eLearning Course. If you would like to practice any hands-on activities, you must use your own software.

Course Objectives:
  • Master ChatGPT's Advanced Data Analytics: Learn to use ChatGPT's Code Interpreter for effortless data preparation, complex analyses, and extracting meaningful insights, even without a statistics background. Optimize your data analysis workflows with smart querying and secure data handling practices.
  • Become Proficient in Prompt Engineering and Generative AI: Explore the world of AI content creation with ChatGPT, understanding the technology behind Large Language Models (LLMs) and Generative AI. Master prompt engineering to create compelling content, analyze data, and even generate images using tools like DALL-E.
  • Build a Strong Foundation in Analytics and Data Mining: Journey through the history of analytics and AI, understanding core concepts like data, big data, and data warehouses. Discover essential data mining techniques such as CRISP-DM and SEMMA methodologies for uncovering hidden patterns in large datasets.
  • Develop Expertise in Business Intelligence and Advanced Analytics: Transform raw data into actionable insights through effective data visualization and dashboard design. Apply descriptive, diagnostic, predictive, and prescriptive analytics to solve complex problems, utilizing techniques like decision trees and time series models.
  • Implement Advanced Machine Learning and AI Techniques: Dive into sophisticated machine learning concepts including transfer learning, dimensionality reduction, ensemble learning, and clustering. Utilize powerful statistical tools like regression analysis, Monte Carlo methods, and Markov processes for real-world applications.
  • Understand the Core of AI, Machine Learning, and Deep Learning: Gain a clear understanding of the evolution and impact of Artificial Intelligence. Learn how machine learning models make predictions and explore the foundational role of deep learning in advancing neural networks. Identify key business applications for AI technologies and stay ahead in the rapidly evolving tech landscape.
Target Audience
  • Business professionals seeking to leverage data for strategic decision-making.
  • Aspiring data analysts or data scientists looking for a comprehensive introduction to the field.
  • Marketing specialists aiming to use AI for content creation and analysis.
  • Anyone interested in understanding and applying AI and machine learning without needing extensive coding experience.
  • Innovators who want to future-proof their careers in the age of AI.
Key Features
  • Audio Narration
  • Video
  • Inline Activities
  • Exercises
  • Quizzes
  • Supplemental Resources
Languages
  • Audio/Video/Course Text: English.
  • Subtitles (Closed Caption): English.
Course Duration
  • Data Analytics with AI: 7 hrs 59 min
  • Essential Career Skills Pack: 2 hrs 23 min

 


eLearning Training Delivery Method

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.

 


Course Topics

Use ChatGPT’s Advanced Data Analytics

Course Duration - 11 min

In this informative video, you’ll be introduced to ChatGPT's Advanced Data Analytics function, previously known as Code Interpreter. The video highlights the practical utility of the tool for individuals who recognize the importance of data analysis but lack a background in statistics or data science. Through a step-by-step guide, the video demonstrates how to utilize the tool for various data tasks, ranging from basic calculations to more complex analyses, all within ChatGPT's user-friendly chat interface. Essential topics such as data preparation and the importance of smart and safe data handling are also addressed.

Course Objectives:
Course Objectives:
  • Distinguish the key functionalities and advantages of ChatGPT's Advanced Data Analytics from traditional data analysis methods
  • Prepare datasets before uploading, ensuring they are properly sanitized to protect sensitive information
  • Formulate smart queries to extract meaningful insights from data using the tool's interactive chat interface
  • Apply best practices for the smart and safe use of the tool, ensuring data integrity and security throughout the analysis process


 

ChatGPT and Prompt Engineering With Advanced Data Analysis

Course Duration - 4 hrs 29 min

Explore ChatGPT, a cutting-edge world of AI content creation, with our comprehensive course. This meticulously curated program unravels the technology behind ChatGPT to practical applications in machine learning, social media, data analysis, and image generation. This course unveils new facets of AI to navigate this evolving landscape with prowess.

Course Objectives:
Course Objectives:
  • Describe the technology behind OpenAI and ChatGPT
  • Explain the features, use cases, risks, and limitations of ChatGPT
  • Describe what are Large Language Models and Generative AI
  • Explain prompt engineering and advanced data analysis
  • Use OpenAI platforms such as Whisper AI and DALL-E
  • Describe use cases and define transformers and neural networks


 

Analytics and AI Beginner: Part 1 of 4. Analytics History and Data Mining

Course Duration - 47 min

Welcome to Introduction to Analytics and AI, a training course exploring data-driven decision-making and intelligent systems. You will begin with a quick journey through analytics history, from early statistics to cutting-edge AI innovations. Then, learn core concepts such as data, big data, and data warehouses. Discover how businesses manage and analyze massive amounts of information.

The course also covers essential data mining techniques, introducing you to CRISP-DM and SEMMA methodologies, which are crucial for uncovering insights hidden in large datasets. By the end of this course, you should gain a solid foundation in analytics and AI, empowering you to navigate today’s data-centric landscape confidently.

Course Objectives:
Course Objectives:
  • Explain key milestones in the history of analytics and AI
  • Identify and classify types of data, big data, and data warehouses
  • Adapt data mining processes like CRISP-DM and SEMMA to analyze data


 

Analytics and AI Beginner: Part 2 of 4. Business Intelligence and Types of Analytics

Course Duration - 49 min

Welcome to Introduction to Analytics and AI, a training course that explores essential knowledge of data visualization, business intelligence, and analytics methods. In this course, you will explore how effective dashboard design principles can transform raw data into actionable insights.

Dive into analytics, learning how industries apply descriptive, diagnostic, predictive, and prescriptive analytics to solve complex problems. Understand the fundamentals of analytical techniques like decision trees, factor analysis, and time series models.

By the end of this course, you should be able to analyze data effectively, create powerful visualizations, and apply advanced analytics methods to real-world scenarios, helping you become a valuable asset in any data-driven organization.

Course Objectives:
Course Objectives:
  • Design data visualizations following the 14 principles of strong dashboards
  • Identify and apply different types of business intelligence tools
  • Explain and differentiate between descriptive, diagnostic, predictive, and prescriptive analytics
  • Implement analytical techniques like decision trees and time series models


 

Analytics and AI Beginner: Part 3 of 4. Other AI Analytics Techniques

Course Duration - 34 min

Welcome to Introduction to Analytics and AI, a training course that explores advanced machine-learning techniques that power today's intelligent systems. This course focuses on key modeling techniques like transfer learning, dimensionality reduction, ensemble learning, and clustering.

Learn about statistical tools like regression analysis, Monte Carlo methods, and Markov processes. By the end of this course, you should be equipped with practical skills to apply sophisticated AI techniques in real-world scenarios, enhancing your ability to make data-driven decisions and implement cutting-edge machine-learning models in your projects.

Course Objectives:
Course Objectives:
  • Explain key machine learning techniques like transfer learning and clustering
  • Apply dimensionality reduction and ensemble learning in data analysis projects
  • Use statistical methods like regression analysis and Markov processes effectively
  • Identify when to use techniques like Monte Carlo methods and Naïve Bayes classifiers


 

Analytics and AI Beginner: Part 4 of 4. AI, Machine Learning, and Deep Learning

Course Duration - 1 hr 9 min

Welcome to Introduction to Analytics and AI, a training course that explores the powerful technologies shaping the future of business and innovation. This course covers the evolution of artificial intelligence (AI), its current impact, and the foundational concepts behind machine learning and deep learning. Learn how AI has developed into a transformative force, understand how machine learning models make predictions from data, and explore deep learning's role in advancing neural networks. By the end of this course, you should gain the insights to recognize AI's business applications, understand how algorithms drive decision-making, and stay ahead in the rapidly evolving technology field.

Course Objectives:
Course Objectives:
  • Explain how AI evolved and its core functions in today's world
  • Identify business applications for AI technologies and tools
  • Describe how machine learning models are built and how decisions are made
  • Define deep learning concepts, including neural networks and their applications

 


 


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.

Course Objectives:
Course Objectives:
  • Set your priorities to better manage your time
  • Improve your productivity by sharpening your focus and multitasking effectively
Detailed Course Outline:
Detailed Course Outline:
  • Productiity & Time Management
  • Prioritization
  • Getting Things Done
  • Procrastination
  • Multitasking & Focus
  • Summary


 

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.

Course Objectives:
Course Objectives:
  • Recall the essential digital skills framework
  • Elaborate on the toolkit of essential digital skills
  • Identify how to develop or improve your digital skills
Detailed Course Outline:
Detailed Course Outline:
  • The Essential Digital Skills Framework
  • The Toolkit of Essential Digital Skills
  • Developing Digital Skills
  • Summary


 

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.

Course Objectives:
Course Objectives:
  • Define creativity
  • Think outside the box
  • Develop the right mental attitude
  • Leverage the power of groups
  • Ensure managers make it happen
Detailed Course Outline:
Detailed Course Outline:
  • What is Creativity at Work?
  • Learn to Think Outside the box
  • Develop the Right Mental Capacity
  • Laverage the Power of Groups
  • Ensure Managers Make It Happen
  • Summary


 

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.

Course Objectives:
Course Objectives:
  • Understand how to be a great communicator
  • Become a stronger listene
  • Appear professional to co-workers and bosses of all ages
  • Avoid common career blunders that often end careers
  • Manage expectations for bosses and colleagues
  • Position yourself for promotions
  • Make technology your asset, even if you are afraid of technology
  • Avoid the Not My Job Syndrome
  • Develop EQ to Match Your IQ
  • Develop leadership qualities
Detailed Course Outline:
Detailed Course Outline:
  • Introduction
  • The Soft Tech Savvy Way to Always Be Essential
  • Not My Job, And I Am Happy to Do It
  • You Can Become a Master Communicator
  • Feedback Video for The 11 Essential Career Soft Skills
  • Become a Leader Without the Title or Formal Authority
  • Your EQ Will Beat a Higher IQ
  • Building Your Winning Team
  • Make Every One of Your Seconds Count
  • Unleash Your Inner Anthony Robbins
  • Avoid Being Uncool
  • Clothes Can Still Make or Break Your Career
  • Conclusion The 11 Essential Career Soft Skills
  • Extra: Developing Your Career Secret Sauce

 



 


Related Generative AI & ChatGPT Information:

How Much Do AI Training Courses Cost?

Public instructor-led AI course prices start at $460 per student. Group training discounts are available.

Self-Paced AI eLearning courses cost $475 at the starting point per student. Group purchase discounts are available.

What Generative AI Skills Should I Learn?

A: If you are wondering what Generative AI skills are important to learn, we've written a Generative AI Skills and Learning Guide that maps out Generative AI skills that are key to master and which of our courses teaches each skill.

Read Our Generative AI Skills and Learning Guide

How Can I Learn Generative AI?

Learning Generative AI involves understanding the foundational concepts of artificial intelligence, machine learning, and deep learning, followed by hands-on practice with relevant tools and frameworks.

Certstaffix Training offers three efficient methods to pursue your Generative AI training: Engaging Live Online Classes, Tailored Onsite Corporate Training for teams and Self-Paced eLearning.

View our Generative AI courses and available training methods.

Is It Hard to Learn Generative AI?

Learning Generative AI can vary in difficulty depending on your background and prior knowledge of related concepts.

For individuals with experience in computer science, programming, or machine learning, the process may be more straightforward as it builds upon foundational principles in these areas. For beginners, there can be a steeper learning curve since understanding Generative AI requires grasping concepts like neural networks, data preprocessing, and algorithm training.

However, with the right resources, such as Certstaffix structured courses, hands-on practice, and guidance from experienced instructors, anyone can gradually develop a strong understanding of Generative AI. Like any skill, persistence and consistent practice are key to mastering it.

Does Generative AI Require Coding?

The need for coding in Generative AI largely depends on the tools and platforms being used, as well as the user's goals. Modern Generative AI platforms, such as ChatGPT or DALL·E, often provide user-friendly interfaces that require little to no coding knowledge. These tools enable users to generate content, images, or text through simple commands or prompts.

However, for those looking to customize or build their own Generative AI models, coding is typically required. This may involve knowledge of programming languages like Python and familiarity with machine learning frameworks such as TensorFlow or PyTorch. Understanding coding can also help in fine-tuning models, integrating AI into larger systems, or creating uniquely tailored applications.

Bottom line, while coding can enhance the scope of possibilities, it is not usually necessary for leveraging Generative AI's capabilities as an end user.

Can Anybody Learn AI?

Absolutely, anyone with interest and dedication can learn AI. While having a background in mathematics, programming, or data science can be advantageous, they are not strict prerequisites. Numerous online courses, tutorials, and resources are available to cater to learners of all levels, from beginners to advanced practitioners. The key lies in starting with fundamental concepts, such as understanding algorithms and machine learning basics, and gradually advancing to more complex topics. With consistent effort, anyone can develop the skills required to explore and contribute to the exciting field of AI.

Is it Worth Doing an AI Course?

Deciding whether to pursue an AI course ultimately depends on your goals, interests, and career aspirations. AI is one of the fastest-growing fields, with applications spanning industries such as healthcare, finance, entertainment, and more. Taking a course can be a valuable investment, equipping you with the knowledge and skills to tap into these opportunities. Furthermore, structured courses often provide hands-on projects, mentorship, and certifications that can enhance your resume and increase your credibility in the job market.

However, it’s important to assess the quality of the course and its relevance to your objectives. A well-structured AI course should provide a balance of theoretical knowledge, like understanding algorithms or neural networks, and practical experience with tools such as TensorFlow or PyTorch. Whether you aim to transition into a career in AI, enhance your current role, or simply satiate your curiosity, an AI course can offer significant value when aligned with your ambitions and commitment to learning.

How Is AI Used in Excel?

A: Many of Excel's features and functions are powered by artificial intelligence (AI) or have AI-like capabilities. These tools work to process large amounts of data for users, streamline workflows, and increase accuracy. Some of the best applications of AI in Excel include data analysis, data visualization, and formula generation, but it can also supercharge basic functions. Copilot allows users to harness the power of AI through prompts to provide relevant suggestions and shortcuts. Additionally, ChatGPT can be integrated with the program through the use of an add-on or used in tandem with Excel.

More Information on How Excel Integrates With AI

Where Can I Learn More About AI?

AI Blogs

AI Groups

AI Online Forums

Explore AI Classes Near Me:

Certstaffix Training provides AI classes near me or online, depending on the number of students involved. We offer online courses for individual learners, as well as in person classes at your office for corporate groups. Our trainers are highly experienced professionals with the expertise necessary to help you gain a thorough understanding of AI concepts and tools. With our courses available online for individuals or in person for corporate groups, it's easy to develop your AI skills. Start learning today and see how Certstaffix Training can help you reach your goals.







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