×

Create CV Books Summaries Online Courses Blog Communities

Login

Sign up

Join Our Telegram Channel Now to Get Any New Free Courses : Click Here

Generative Model Development

Track :

Artificial Intelligence

Lessons no : 39

For Free Certificate After Complete The Course

To Register in Course you have to watch at least 30 Second of any lesson

Join The Course Go To Community Download Course Content

What will you learn in this course?

Master designing generative AI models for image, text, and data synthesis using advanced techniques and neural networks
Implement deep learning algorithms to develop realistic and diverse generative models for practical applications
Apply generative adversarial networks (GANs) and variational autoencoders (VAEs) to create high-quality synthetic data
Optimize generative model architectures for improved accuracy, efficiency, and scalability in real-world projects

Evaluate and troubleshoot generative models to enhance output quality and reduce artifacts in generated data
Integrate generative models into existing AI workflows for creative content, data augmentation, and simulation tasks
Utilize Python and popular frameworks like TensorFlow and PyTorch for developing generative AI models
Design training strategies to improve convergence, stability, and diversity in generative model outputs

Mind Luster Certificate Template

How to Get The Certificate

You must have an account Register
Watch All Lessons
Watch at least 50% of Lesson Duration
you can follow your course progress From Your Profile
You can Register With Any Course For Free
The Certificate is free !

Lessons | 39

CRISP ML Q | 360DigiTMG

CRISP ML Q | 360DigiTMG

Data Types | 360DigiTMG

Data Types | 360DigiTMG

Data Collection | 360DigiTMG

Data Collection | 360DigiTMG

EDA Exploratory Data Analysis | 360DigiTMG

EDA Exploratory Data Analysis | 360DigiTMG

EDA Graphical Representation | 360DigiTMG

EDA Graphical Representation | 360DigiTMG

Data Preparation | Auto EDA | 360DigiTMG

Data Preparation | Auto EDA | 360DigiTMG

Data Preparation | 360DigiTMG

Data Preparation | 360DigiTMG

Feature Engineering | 360DigiTMG

Feature Engineering | 360DigiTMG

Probability Distributions | 360DigiTMG

Probability Distributions | 360DigiTMG

Meta Learning | 360DigiTMG

Meta Learning | 360DigiTMG

Data Mining | Supervised Learning | Part 1 | 360DigiTMG

Data Mining | Supervised Learning | Part 1 | 360DigiTMG

Data Mining | Supervised Learning | Part 2 | 360DigiTMG

Data Mining | Supervised Learning | Part 2 | 360DigiTMG

Explainability Techniques | 360DigiTMG

Explainability Techniques | 360DigiTMG

eXplainability Interpretability | 360DigiTMG

eXplainability Interpretability | 360DigiTMG

Model Building | Clustering | 360DigiTMG

Model Building | Clustering | 360DigiTMG

Model Building | Dimension Reduction | 360DigiTMG

Model Building | Dimension Reduction | 360DigiTMG

Model Building | Recommender System | 360DigiTMG

Model Building | Recommender System | 360DigiTMG

Model Building | Network Analytics | 360DigiTMG

Model Building | Network Analytics | 360DigiTMG

Model Building | Association Rules | 360DigiTMG

Model Building | Association Rules | 360DigiTMG

Text Mining and NLP Pipeline | Part 1 | 360DigiTMG

Text Mining and NLP Pipeline | Part 1 | 360DigiTMG

Text Mining and NLP Pipeline | Part 2 | 360DigiTMG

Text Mining and NLP Pipeline | Part 2 | 360DigiTMG

Data Mining Supervised Learning Predictive Modeling – Evaluation Techniques | 360DigiTMG

Data Mining Supervised Learning Predictive Modeling – Evaluation Techniques | 360DigiTMG

Data Mining Supervised Learning Predictive Modeling – Graphical Evaluation Techniques | 360DigiTMG

Data Mining Supervised Learning Predictive Modeling – Graphical Evaluation Techniques | 360DigiTMG

Naïve Bayes | Probability Based Algorithm | 360DigiTMG

Naïve Bayes | Probability Based Algorithm | 360DigiTMG

KNN Distance Based Algorithm | 360DigiTMG

KNN Distance Based Algorithm | 360DigiTMG

Decision Tree | 360DigiTMG

Decision Tree | 360DigiTMG

Ensemble Methods | 360DigiTMG

Ensemble Methods | 360DigiTMG

Ensemble Non Generative Models Voting Stacking | 360DigiTMG

Ensemble Non Generative Models Voting Stacking | 360DigiTMG

Generative Models AdaBoost | 360DigiTMG

Generative Models AdaBoost | 360DigiTMG

Generative Models Gradient Boosting | 360DigiTMG

Generative Models Gradient Boosting | 360DigiTMG

Generative Models eXtreme Gradient Boosting | 360DigiTMG

Generative Models eXtreme Gradient Boosting | 360DigiTMG

Generative Models Bagging | 360DigiTMG

Generative Models Bagging | 360DigiTMG

Generative Models Random Forest | 360DigiTMG

Generative Models Random Forest | 360DigiTMG

Hypothesis Testing | 360DigiTMG

Hypothesis Testing | 360DigiTMG

Supervised Learning | Linear Regression | 360DigiTMG

Supervised Learning | Linear Regression | 360DigiTMG

Supervised Learning | Logistic Regression | 360DigiTMG

Supervised Learning | Logistic Regression | 360DigiTMG

Regression Technique | 360DigiTMG

Regression Technique | 360DigiTMG

Deep Learning Primer | 360DigiTMG |

Deep Learning Primer | 360DigiTMG |

Activation Function | 360DigiTMG

Activation Function | 360DigiTMG

We Appreciate Your Feedback

Excellent		2 Reviews
Good		0 Reviews
medium		0 Reviews
Acceptable		0 Reviews
Not Good		0 Reviews

5

4 Reviews

Rakibul_ Hasan

that was quite helpful!! 2025-08-25

s jafari

good 2025-02-14

Dipali Khatua

Excellent .. 2024-07-07

Md.Imtiaj Hossain

Getting a lot of help! 2023-12-31

Ayush Tiwari

good 2023-12-17

Rajesh Kumar

Intresting classes 2023-12-16

Komal Bharti

Very interesting classes 2023-12-15

Show More Reviews

Our New Certified Courses Will Reach You in Our Telegram Channel
Join Our Telegram Channels to Get Best Free Courses

Related Courses

ChatGPT for Developers

ChatGPT for Developers

Machine Learning Roadmap for beginners

Machine Learning Roadmap for beginners

AI Basics

ChatGPT Content For Beginners

ChatGPT Content For Beginners

Machine Learning Model Deployment

Machine Learning Model Deployment

Chat GPT

Kubernetes and MLOps for Machine Learning

Kubernetes and MLOps for Machine Learning

Generative Model Development

Generative Model Development

Deep Learning Fundamentals

Deep Learning Fundamentals

AI Techniques

Cloud Machine Learning for beginners

Cloud Machine Learning for beginners

Artificial Intelligence Fundamentals

Artificial Intelligence Fundamentals

Google Business Intelligence Strategy

Google Business Intelligence Strategy

Deep Learning Foundations

Deep Learning Foundations

Installing TensorFlow Basics

Installing TensorFlow Basics

TensorFlow Binary for Machine Learning

TensorFlow Binary for Machine Learning

Generative Model Development course, In this course we'll explore creating AI models that generate data, from images to text, using advanced techniques.