ML for Business professionals using No-Code AI tools By Analytics Vidhya
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ML for Business professionals using No-Code AI tools · Program
About this program
ML for Business professionals using No-Code AI tools
Online Course
Learning format
No-Code Development
Subcategory
English
Course language
$19.99
Price
Price may change · updated within 1–2 weeks
Official program page
What you'll learn in ML for Business professionals using No-Code AI tools
- Understand the critical role of data in modern business and the importance of data-driven decision-making
- Empower yourself to make data-driven decisions independently with no code tools like Tableau and Orange Data Mining
- Master fundamental statistical measures like Mean, Median, and Standard Deviation for decision-making
- Differentiate between various decision-making approaches and their pros and cons
- Recognize common biases in decision-making through real-world examples
- Understand Confidence Intervals and sample bias with practical illustrations
- Gain hands-on experience in data preparation using drag-and-drop tools like Tableau Public and Orange
- Evaluate reports, charts, and visualizations to uncover insights
- Understand different types of Machine Learning problems, algorithms, and evaluation metrics
- Explore the power of No-Code AI tools with Tableau and Orange, to build and assess machine learning models without coding
- Create ML models (Classification, Regression, and Unsupervised) using Orange without a single line of coding
- Gain expertise in various machine learning algorithms, including KNN, Decision Trees, Random Forest, Logistic Regression, K-Means, and Hierarchical Clustering
- Learn to identify important features and best practices for creating high-quality ML models
- Dive into Deep Learning and its applications in business problem-solving
- Explore optional topics, including using Machine Learning for Images and Text Data with No-Code tools
- Stay up-to-date with the latest trends in Generative AI tools including ChatGPT for text-generation, and Image Generation using DALL-E
- Explore the ethical considerations surrounding AI and Machine Learning
What's Included in ML for Business professionals using No-Code AI tools
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