Artificial Intelligence & Data Science - PKLS https://test.pkls.in PKLS Mon, 17 Mar 2025 08:06:14 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://test.pkls.in/wp-content/uploads/2025/03/cropped-professional-knowledge-learning-services-21-32x32.png Artificial Intelligence & Data Science - PKLS https://test.pkls.in 32 32 Machine Learning https://test.pkls.in/courses/machine-learning-2/ https://test.pkls.in/courses/machine-learning-2/#respond Mon, 17 Mar 2025 07:57:30 +0000 https://test.pkls.in/?post_type=lp_course&p=25245

Machine Learning is fundamental to data-driven decision making in many fields today. This
Aspire Journey walks through what it is, how machine learning algorithms work and how to implement and evaluate them.

Overall Learning Outcomes

The course provides a foundational understanding of machine learning, starting with an introduction to key concepts. It covers supervised learning techniques, including linear and logistic regression, as well as more advanced methods like Naïve Bayes, SVM, KNN, and decision trees. The course also delves into recommender systems, highlighting their practical applications. Finally, it explores unsupervised learning, focusing on K-Means clustering and principal component analysis (PCA), which are essential for data pattern recognition.

What Participants Will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The “Communication Essentials” course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships

]]> https://test.pkls.in/courses/machine-learning-2/feed/ 0 A/R, V/R and Game Development https://test.pkls.in/courses/a-r-v-r-and-game-development/ https://test.pkls.in/courses/a-r-v-r-and-game-development/#respond Mon, 24 Feb 2025 08:30:43 +0000 https://test.pkls.in/?post_type=lp_course&p=24263
UI and UX Design Novice to Professional

User Interface (UI) and User Experience (UX) Design play key roles in the experience users have when interacting with digital products and applications. In this aspire journey, we’ll cover the theory and methodologies behind UI and UX design. You’ll also design your own wireframes and interactive prototypes. Then, this Aspire Journey will cover user research, so we as designers can better understand our users and make decisions based on real findings. Next, we’ll dive deep into design thinking and the design process to help you learn to iterate and innovate.Finally, we’ll get into the nitty-gritty of interaction design, understand specific interactions our users might take, and learn popular design patterns as well as when to and to not use them.

Explore three-dimensional, computer-generated environments, known as Virtual Reality.

When used effectively, augmented reality, or AR, can transform everything from how an organization trains its workforce to the kind of experience it offers to its customers, and in the process, can improve the bottom line. In this course, you’ll learn about the characteristics, technical components, and different types of augmented reality. You’ll explore the benefits and best practices for using AR to increase business value and identify key considerations when planning AR implementations. Finally, you’ll learn to recognize current trends in AR that may yield new opportunities for your organization

iOS 12 comes with many new features and additional functionality. During this course you will explore these features, such as Augmented Reality (AR) with SpriteKit, SceneKit, and HealthKit. Learn how to configure and run a session that is able to track the real world. Next, set up a delegate to handle session events from an Augmented Reality SpriteKit View (ARSKView) instance. From there, you can create a new AR SpriteKit scene. Create a transform to add an ARAnchor to an Augmented Reality view. Attach a node to an ARAnchor. Set up an AR App template in Xcode 10 for iOS 12. Apply ARKit plane detection and hit detection. Finally, access, read, and write through a device’s Health Store.

Overall Learning Outcomes

This comprehensive course equips learners with a robust understanding of UI/UX design, Virtual Reality (VR), Augmented Reality (AR), and Game Development. Participants will journey from novice to professional in UI/UX design by mastering user research, wireframing, prototyping, interaction design, and popular design patterns. In VR and AR, learners will explore creating immersive environments,
leveraging tools like Unity and ARKit, and implementing advanced features such as plane detection and voice commands for mixed reality. Game Development introduces the fundamentals of using Phaser.js, enabling students to create engaging, interactive games. These skills empower learners to innovate across digital products, business solutions, and gaming platforms.

]]> https://test.pkls.in/courses/a-r-v-r-and-game-development/feed/ 0 Prompt Engineering https://test.pkls.in/courses/prompt-engineering/ https://test.pkls.in/courses/prompt-engineering/#respond Mon, 24 Feb 2025 07:23:18 +0000 https://test.pkls.in/?post_type=lp_course&p=24151
Prompt Engineering with Generative AI Tools

Prompt Engineering for Gen AI Tools is an engaging exploration into the strategic use of the generative AI language model. This journey spans from foundational concepts to hands-on exploration, advancing to sophisticated prompting techniques and real-world applications. Begin with a foundational understanding of the basics of prompt engineering and generative AI language models. Progress to hands-on exploration in tuning responses through the Open AI Playground. Develop advanced skills in diverse prompting techniques applicable to various contexts. Conclude with practical application through case studies, refining your ability to enhance generative AI model performance. This learning path equips you with comprehensive expertise in leveraging prompt engineering and generative AI tools effectively.OpenAI GPT APIs: In the OpenAI API Aspire journey, you will learn about the OpenAI GPT API, how to create more reliable, controlled outputs from LLMs, how to create optimal input prompts, and how to best use the data returned by the API.

Prompt Engineering for Programmers Want to use AI programming tools to improve your coding? Learn the basics of prompt engineering and write quality prompts you can use to accomplish tasks.In this Journey, you will use Generative AI tools to create bash commands, regulary expressions, SQL queries, whole programs, and more. Learn how to use these tools to speed up basic processes and increase your programming output.

 In the Prompt Engineering for Data Science and Visualization journey, participants will delve into the intricacies of leveraging generative AI for data analysis, manipulation, and visualization. The journey unfolds with a deep dive into essential Data Analysis and Manipulation topics, equipping participants with the skills to derive meaningful insights from diverse datasets. The exploration extends to Visualization topics, unravelling prompt engineering techniques to effectively communicate data findings through compelling visualizations. Attendees will then navigate the realm of prompt engineering with a focus on code generation prompts, including debugging, explaining, and correcting syntax prompts. The journey concludes with hands-on experience using ChatGPT (free version) and Bard, empowering participants to leverage advanced prompt engineering techniques for enhanced data science and visualization endeavours.

The Prompt Engineering for Statistics and Machine Learning journey is a comprehensive journey where the learners will delve into writing effective prompts for performing fundamental statistical and machine learning techniques. Throughout this journey, harness the power of natural prompts across platforms like ChatGPT and Bard, comparing outputs to optimize your learning experience and proficiency in statistical analysis and machine learning applications.

Overall Learning Outcomes

The Prompt Engineering course provides a comprehensive understanding of crafting effective prompts to optimize generative AI tools for various applications. Participants will learn foundational and advanced prompt engineering techniques, enabling them to fine-tune AI model responses and achieve reliable outputs. Practical case studies and hands-on exercises in programming, data science, and machine learning ensure learners can apply their skills in real-world scenarios. By the end, students will be proficient in leveraging generative AI for tasks ranging from coding to data visualization and statistical analysis.

Communication Essentials

What Participants will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The “Communication Essentials” course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.

Time Management

What Participants will Learn
  • Saving Time by Setting Goals
  • Managing Time so it Doesn’t Manage You
  • Sharpening your Focus to Stay on Track
  • Aligning Goals and Priorities to Manage Goals
  • Make the Time you Need: Get Organized
  • The Art of Staying Focused
  • Be Productive by Working Efficiently
  • Maximizing your Productivity by managing Time and Tasks

This course emphasizes the importance of setting clear goals to save time and manage priorities effectively. It teaches how to sharpen focus, stay on track, and align goals with priorities to achieve better results. The course provides strategies for organization and efficiency, enabling you to make the most of your available time. By mastering focus and productivity techniques, you can maximize task management and achieve a balanced and efficient workflow.

 
 
]]> https://test.pkls.in/courses/prompt-engineering/feed/ 0 NLP & LLMs https://test.pkls.in/courses/mastering-power-bicopy/ https://test.pkls.in/courses/mastering-power-bicopy/#respond Mon, 24 Feb 2025 07:13:28 +0000 https://test.pkls.in/?post_type=lp_course&p=24131

Embark on an enriching journey into the world of Natural Language Processing (NLP) and
Large Language Models (LLMs) with our comprehensive track series. Beginning with the “Fundamentals of Natural Language Processing,” participants will build a solid foundation in NLP techniques, mastering text preprocessing, representation, and classification. Moving forward, the “Natural Language Processing with Deep Learning” track delves into advanced deep learning methodologies for NLP tasks, while the “Natural Language Processing with LLMs” track pushes the boundaries with cutting-edge LLMs, attention mechanisms, and transformer architectures. From understanding attention mechanisms to implementing state-of-the-art LLMs for tasks like language translation and text summarization, this journey equips participants with the knowledge and skills to navigate the forefront of NLP innovation.

Communication Essentials Skill Benchmark

About this Skill Benchmark:

Become a better communicator using these practical strategies on presentation skills, listening, body language, and writing well. Learn to communicate more effectively and confidently in your day-to-day interactions with colleagues, customers, and family.

Communication Essentials

What Participants Will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The “Communication Essentials” course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.

Time Management & Managing Priorities Skill Benchmark

Effectively setting and managing priorities is key to the success of any leader. Take back control over your time, and learn to apply basic concepts for setting goals, staying focused and organized. Learn more about time management and managing priorities. This benchmark evaluates your understanding of this topic. Being aware of potential knowledge gaps allows you to better understand your current competency and areas for improvement, so you can find suitable content and curate your own learning path. The courses recommended at the end of this benchmark can help you fill potential gaps in your knowledge.

Time Management

What Participants will Learn
  • Saving Time by Setting Goals
  • Managing Time so it Doesn’t Manage You
  • Sharpening your Focus to Stay on Track
  • Aligning Goals and Priorities to Manage Goals
  • Make the Time you Need: Get Organized
  • The Art of Staying Focused
  • Be Productive by Working Efficiently
  • Maximizing your Productivity by managing Time and Tasks

This course emphasizes the importance of setting clear goals to save time and manage priorities effectively. It teaches how to sharpen focus, stay on track, and align goals with priorities to achieve better results. The course provides strategies for organization and efficiency, enabling you to make the most of your available time. By mastering focus and productivity techniques, you can maximize task management and achieve a balanced and efficient workflow.

 
 

Listening

You may think you’re a good listener, but others may disagree. Make the commitment today to become a better listener. Learn to break bad habits and up your listening game.

What Participants will Learn
  • Course: Overcoming Barriers to effective Listening
  • Course: Listening to Engage, Empower and Influence
  • Course: Enhancing Communication Through Listening
  • Course: Taking Effective and Professional Notes

Participants of this course will gain practical skills to become more effective and attentive listeners, fostering stronger connections and better communication in personal and professional settings. They will learn to overcome common listening barriers, develop techniques to engage, empower, and influence through active listening, and enhance their communication abilities. Additionally, the course equips them with strategies to take accurate and professional notes, ensuring clarity and retention of information. By breaking bad habits and adopting better listening practices, participants will elevate their ability to interact meaningfully and professionally.

]]> https://test.pkls.in/courses/mastering-power-bicopy/feed/ 0 Generative AI and Prompt Engineering Essentials https://test.pkls.in/courses/generative-ai-and-prompt-engineering-essentials/ https://test.pkls.in/courses/generative-ai-and-prompt-engineering-essentials/#respond Mon, 24 Feb 2025 06:08:54 +0000 https://test.pkls.in/?post_type=lp_course&p=23852
Description Generative AI

In this course of the Generative AI Introduction and Overview journey, the
focus will be on applications, key concepts, and deep learning techniques of Generative AI, progressing towards more complex topics like advanced methodologies and ethical issues. The series ends in a practical project where learners can apply their acquired knowledge to build a Generative AI model, providing a hands-on experience that reinforces theoretical learning.

The Generative AI course introduces learners to foundational concepts, applications, and deep learning techniques like autoencoders, variational autoencoders, and generative adversarial networks, culminating in a practical project to build a Generative AI model. It emphasizes hands-on experience with OpenAI APIs, including tasks like accessing APIs via Python, fine-tuning models, and working with image and audio generation.
The Prompt Engineering course focuses on mastering the art of crafting effective prompts, exploring OpenAI’s Playground, and understanding real-world applications through case studies.
Together, these courses equip learners with a blend of theoretical knowledge and practical skills essential for leveraging Generative AI and prompt engineering effectively in diverse domains.

Overall Learning Outcomes

The Generative AI course introduces learners to foundational concepts, applications, and deep learning techniques like autoencoders, variational autoencoders, and generative adversarial networks, culminating in a practical project to build a Generative AI model. It emphasizes hands-on experience with OpenAI APIs, including tasks like accessing APIs via Python, fine-tuning models, and working with image and audio generation.
The Prompt Engineering course focuses on mastering the art of crafting effective prompts, exploring OpenAI’s Playground, and understanding real-world applications through case studies.
Together, these courses equip learners with a blend of theoretical knowledge and practical skills essential for leveraging Generative AI and prompt engineering effectively in diverse domains.

Communication Essentials Skill Benchmark

About this Skill Benchmark:

Become a better communicator using these practical strategies on presentation skills, listening, body language, and writing well. Learn to communicate more effectively and confidently in your day-to-day interactions with colleagues, customers, and family.

Communication Essentials

What Participants will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The “Communication Essentials” course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.

Time Management & Managing Priorities Skill Benchmark

 

Effectively setting and managing priorities is key to the success of any leader. Take back control over your time, and learn to apply basic concepts for setting goals, staying focused and organized. Learn more about time management and managing priorities.
This benchmark evaluates your understanding of this topic. Being aware of potential knowledge gaps allows you to better understand your current competency and areas for improvement, so you can find suitable content and curate your own learning path. The courses recommended at the end of this benchmark can help you fill potential gaps in your knowledge.

Time Management

What Participants will Learn
  • Saving Time by Setting Goals
  • Managing Time so it Doesn’t Manage You
  • Sharpening your Focus to Stay on Track
  • Aligning Goals and Priorities to Manage Goals
  • Make the Time you Need: Get Organized
  • The Art of Staying Focused
  • Be Productive by Working Efficiently
  • Maximizing your Productivity by managing Time and Tasks

This course emphasizes the importance of setting clear goals to save time and manage priorities effectively. It teaches how to sharpen focus, stay on track, and align goals with priorities to achieve better results. The course provides strategies for organization and efficiency, enabling you to make the most of your available time. By mastering focus and productivity techniques, you can maximize task management and achieve a balanced and efficient workflow.

 

Listening

You may think you’re a good listener, but others may disagree. Make the commitment today to become a better listener. Learn to break bad habits and up your listening game.

What Participants will Learn
  • Course: Overcoming Barriers to effective Listening
  • Course: Listening to Engage, Empower and Influence
  • Course: Enhancing Communication Through Listening
  • Course: Taking Effective and Professional Notes

Participants of this course will gain practical skills to become more effective and attentive listeners, fostering stronger connections and better communication in personal and professional settings. They will learn to overcome common listening barriers, develop techniques to engage, empower, and influence through active listening, and enhance their communication abilities. Additionally, the course equips them with strategies to take accurate and professional notes, ensuring clarity and retention of information. By breaking bad habits and adopting better listening practices, participants will elevate their ability to interact meaningfully and professionally.

]]> https://test.pkls.in/courses/generative-ai-and-prompt-engineering-essentials/feed/ 0 AI for Software Engineers https://test.pkls.in/courses/ai-for-software-engineers/ https://test.pkls.in/courses/ai-for-software-engineers/#respond Tue, 18 Feb 2025 08:51:18 +0000 https://test.pkls.in/?post_type=lp_course&p=23503

AI along with generative AI is a cutting-edge technology that will transform nearly every
business function, ranging from content creation and product design, to improving customer experience and marketing new ideas. While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  In this Journey designed for front-line learners, you will be introduced to AI concepts and ethical considerations.

Communication Essentials

What Participants will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The “Communication Essentials” course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships

Overall Learning Outcomes

The AI for Software Engineers program equips developers with foundational and advanced skills in generative AI, NLP, and responsible AI practices. It covers a broad spectrum, from understanding GPT models, deep learning, and prompt engineering to mastering LLMs and transformers through interactive labs and tools like Hugging Face and PyTorch. The course emphasizes real-world applications, including fine-tuning language models and building Retrieval-Augmented Generation (RAG) systems. A strong focus on ethics and sustainability ensures participants are prepared to use AI responsibly in their software engineering practices.

]]> https://test.pkls.in/courses/ai-for-software-engineers/feed/ 0 AI for Programmers https://test.pkls.in/courses/ai-for-devopscopy/ https://test.pkls.in/courses/ai-for-devopscopy/#respond Tue, 18 Feb 2025 07:20:33 +0000 https://test.pkls.in/?post_type=lp_course&p=23460

AI along with generative AI is a cutting-edge technology that will transform nearly every
business function, ranging from content creation and product design, to improving customer experience and marketing new ideas. While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  In this Journey designed for front-line learners, you will be introduced to AI concepts and ethical considerations.

Communication Essentials

What Participants will Learn
  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The "Communication Essentials" course emphasizes mastering diverse communication techniques to convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants
learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.

 

Time Management

What Participants will Learn
  • Saving Time by Setting Goals
  • Managing Time so it Doesn’t Manage You
  • Sharpening your Focus to Stay on Track
  • Aligning Goals and Priorities to Manage Goals
  • Make the Time you Need: Get Organized
  • The Art of Staying Focused
  • Be Productive by Working Efficiently
  • Maximizing your Productivity by managing Time and Tasks

This course emphasizes the importance of setting clear goals to save time and manage priorities effectively. It teaches how to sharpen focus, stay on track, and align goals with priorities to achieve better results. The course provides strategies for organization and efficiency, enabling you to make the most of your available time. By mastering focus and productivity techniques, you can maximize task management and achieve a balanced and efficient workflow.

Overall Learning Outcomes

  • Foundational Knowledge: Gain a strong understanding of AI and generative AI technologies.
  • Practical Skills: Learn hands-on techniques for prompt engineering, IT automation, and AI-powered DevOps.
  • Ethical Awareness: Understand the ethical and responsible use of AI in IT and DevOps.
  • Real-world Application: Learn through case studies and simulators to apply AI solutions effectively.
  • Future-readiness: Stay ahead with insights into emerging trends and tools in AI and DevOps.
  • This course is ideal for learners looking to combine AI expertise with DevOps practices to streamline workflows, enhance decision-making, and adopt innovative technologies responsibly.
]]> https://test.pkls.in/courses/ai-for-devopscopy/feed/ 0 AI for DevOps https://test.pkls.in/courses/ai-for-data-sciencecopy/ https://test.pkls.in/courses/ai-for-data-sciencecopy/#respond Tue, 18 Feb 2025 06:12:11 +0000 https://test.pkls.in/?post_type=lp_course&p=23393

AI along with generative AI is a cutting-edge technology that will transform nearly every
business function, ranging from content creation and product design, to improving customer experience and marketing new ideas. While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  In this Journey designed for front-line learners, you will be introduced to AI concepts and ethical considerations.

Overall Learning Outcomes

  • Foundational Knowledge: Gain a strong understanding of AI and generative AI technologies.
  • Practical Skills: Learn hands-on techniques for prompt engineering, IT automation, and AI-powered DevOps.
  • Ethical Awareness: Understand the ethical and responsible use of AI in IT and DevOps.
  • Real-world Application: Learn through case studies and simulators to apply AI solutions effectively.
  • Future-readiness: Stay ahead with insights into emerging trends and tools in AI and DevOps.
  • This course is ideal for learners looking to combine AI expertise with DevOps practices to streamline workflows, enhance decision-making, and adopt innovative technologies responsibly.
]]> https://test.pkls.in/courses/ai-for-data-sciencecopy/feed/ 0 AI for Data Science https://test.pkls.in/courses/ai-for-data-science/ https://test.pkls.in/courses/ai-for-data-science/#respond Tue, 18 Feb 2025 06:07:00 +0000 https://test.pkls.in/?post_type=lp_course&p=23347

AI along with generative AI is a cutting-edge technology that will transform nearly every
business function, ranging from content creation and product design, to improving customer experience and marketing new ideas.  While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  In this Journey designed for front-line learners, you will be introduced to AI concepts and ethical considerations.

Overall Learning Outcomes

  • Foundational Understanding: Build a strong foundation in generative AI, deep learning, and LLMs.
  • Practical Skills: Learn to implement, fine-tune, and evaluate advanced AI and NLP models using cutting-edge tools like Hugging Face.
  • Ethical Awareness: Gain awareness of ethical considerations and environmental impacts of AI technologies..
  • Business Applications: Learn to leverage AI for business functions such as content creation, data generation, and customer engagement.
]]> https://test.pkls.in/courses/ai-for-data-science/feed/ 0 AI for Data Analytics & BI https://test.pkls.in/courses/ai-for-data-analytics-bi/ https://test.pkls.in/courses/ai-for-data-analytics-bi/#respond Mon, 17 Feb 2025 09:21:02 +0000 https://test.pkls.in/?post_type=lp_course&p=23338

AI along with generative AI is a cutting-edge technology that will transform nearly every
business function, ranging from content creation and product design, to improving customer experience and marketing new ideas.  While the benefits of AI are immense, technology has its limitations and poses some ethical considerations.  This course is signed for front-line learners, who will be introduced to AI concepts and ethical considerations.

Overall Learning Outcomes

  1. Foundational AI Knowledge
    • Understand core AI concepts, including machine learning, deep learning, and neural networks.
    • Grasp the capabilities and limitations of generative AI and GPT models.
  2. Ethical Awareness
    • Learn about the ethical considerations and responsible use of AI in various applications.
  3. Prompt Engineering Skills
    • Master the art of crafting effective prompts for generative AI to manipulate and analyze data..
    • Apply advanced techniques to filter, group, combine, and visualize data effectively.
  4. AI in BI Tools:
    • Leverage AI-powered features in Power BI to enhance business intelligence capabilities.
    • Train machine learning models and create AI-driven insights for better decision-making..
  5. Data Visualization with Generative AI:
    • Develop and refine interactive data visualizations using tools like D3.js with generative AI.
    • Gain practical experience in implementing AI for real-world data visualization tasks.

This course prepares learners to integrate AI into BI workflows, effectively use generative AI for data manipulation and visualization, and address ethical challenges in AI applications.

]]> https://test.pkls.in/courses/ai-for-data-analytics-bi/feed/ 0