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Learn Data Science through Prompt Engineering

Learn with the AI Yogi

8 modules

English

Lifetime access

Your pathway to mastering data science through prompt engineering techniques

Overview

Mastering the art of prompt engineering is the key to unlocking the full potential of your analytical skills. Data Science through Prompt Engineering, is designed to empower you with the knowledge, tools needed to become a proficient data scientist through the strategic use of prompts.

Are you ready to revolutionize the way people learn data science?

We present an innovative idea: use curated prompts that empower individuals for anyone master data science using ChatGPT. This educational service will open doors for aspiring data scientists, providing them with a dynamic, interactive, effective and very affordable learning experience.

We offer a vast library of curated prompts designed to teach data science concepts, methodologies, and practical applications. Learners can access this library, type prompts into ChatGPT, and receive informative, engaging responses that guide them through their data science journey.

Key Features:

  1. Diverse Prompt Library: We curate an extensive collection of prompts covering data analysis, machine learning, data visualization, and more. These prompts are structured to suit learners at all skill levels, from beginners to advanced practitioners.

  2. Interactive Learning: Our service encourages hands-on learning. Learners can actively engage with ChatGPT to receive explanations, insights, and even practical exercises, fostering a deeper understanding of data science concepts.

  3. Progress Tracking: We provide tools for learners to track their progress, mark completed prompts, and set goals, ensuring a structured and goal-oriented learning experience.

  4. Expertly Crafted Prompts: Our team of data science experts creates prompts that are both informative and challenging, encouraging critical thinking and problem-solving skills.

  5. Community Engagement: We facilitate a community where learners can share their progress, ask questions, and collaborate with peers. This sense of community fosters a supportive learning environment.

Key Highlights

Master the art of data analysis through prompt engineering

Learn how to interpret data effectively for informed decision-making

Enhance your data science skills for better career opportunities

What you will learn

Gain Solid Understanding of Data Science

Develop a strong foundation in data science principles, methods, and concepts.

Learn Prompt Engineering Techniques

Explore various prompt engineering techniques to extract meaningful insights from data.

Apply Data Analysis in Real-world Scenarios

Practice analyzing and interpreting data in real-world business situations.

Master Data Visualization

Learn how to effectively present data using visualizations to convey meaningful information.

Build Practical Data Science Skills

Develop hands-on skills through practical exercises and projects.

Modules

Introduction to Data Science

3 attachments • 3.59 mins

Overview of Data Science

3 pages

Preview

Role of Data Scientist

Preview

Exploring the World of Data Science

Preview

Mathematics for Data Science

2 attachments

Learn Statistics through Prompt Engineering

4 pages

Machine Learning Approach Step by Step

6 pages

Programming for Data Science

1 attachment

Python Programming

4 pages

Data Visualization

2 attachments

Plotting Libraries

2 pages

Exploratory Data Analysis

2 pages

Machine Learning

14 attachments

Learn elasticnet Regression through prompt Engineering

2 pages

Learn gradient boosting through prompt Engineering

6 pages

Learn KNN through prompt Engineering

4 pages

Learn Lasso Regression through prompt Engineering

4 pages

Learn logistic regression through prompt Engineering

6 pages

Learn naive bayes through prompt Engineering

4 pages

Learn neural network through prompt Engineering

11 pages

Learn Random forest through prompt Engineering

4 pages

Learn Ridge Regression through prompt Engineering

4 pages

Learn Support Vector Regression through prompt Engineering

4 pages

Learn unsupervised learning through prompt Engineering

7 pages

Linear Regression through Prompt Engineering

9 pages

Learn Multi Dimensionality through prompt Engineering

3 pages

Learn decision trees through prompt Engineering

4 pages

Model Evaluation and Deployment

2 attachments

Model Evaluation Metrics

3 pages

Deployment Strategies

3 pages

Advanced Topics in Data Science

1 attachment

Natural Language Processing

5 pages

Case Studies

2 attachments • 9 mins

Application of Data Science in Business

Real-world Data Science Projects

FAQs

What is prompt engineering in data science, and how can it help me learn?

Prompt engineering is the art of crafting well-structured questions or prompts when interacting with AI models like ChatGPT to facilitate learning and problem-solving in data science. It helps you receive precise and informative responses, making it an effective learning tool.

Is this a beginner-friendly course, or do I need prior data science experience?

Our course caters to learners of all levels. Whether you're a beginner looking to start your data science journey or an experienced practitioner aiming to enhance your skills, our prompts are designed to suit your needs.

Can I really learn data science solely through prompts?

While prompts are a valuable learning tool, they are most effective when used in conjunction with other resources like textbooks, courses, and practical projects. Prompts provide insights, explanations, and guidance, but practical application is crucial for skill development.

What topics and skills can I learn using this approach?

Our prompts cover a wide range of data science topics, including data analysis, machine learning, data visualization, and more. You can learn fundamental concepts, solve problems, and acquire practical skills.

How do I access the prompts, and what's the format of the course?

You can access the prompts through our online platform. The course is self-paced, allowing you to interact with the prompts and AI models at your convenience, making it flexible for your learning style.

Are there opportunities for hands-on practice and projects?

Yes, our prompts can guide you through hands-on exercises and projects, providing opportunities to apply what you've learned in real-world scenarios.

Is there ongoing support or updates for prompts and content?

We are committed to keeping our prompts and content up-to-date. You can expect regular updates and improvements to enhance your learning experience.

Is there a certification or assessment at the end of the course?

We offer optional assessments and certifications for certain courses or modules. Completing these assessments can validate your learning achievements. You can email us to support@mlforall.org for queries regarding third party certification examinations. Please note that 3rd party certification exams are paid ones and does not come along with the course package.

About the creator

About the creator

Learn with the AI Yogi

I am a seasoned data scientist, adept at the art of transmuting raw data into actionable insights. Armed with a master's degree in statistics and boasting a wealth of over 8 years' hands-on experience, my trajectory in the data science sphere has been marked by multifariousness.

Along with my tenure as a data savant, bestowing the bounty of my wisdom and experiences upon burgeoning data scientists has emerged as an extraordinarily gratifying facet of my professional odyssey.

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