🚀 Build & Deploy an End-to-End Machine Learning Models in this Hands-On AI Workshop

Why Attend This Workshop?

🔹 Struggling to put together a complete machine learning pipeline?
🔹 Want to learn data preprocessing, model training, and deployment in one session?
🔹 Looking for real-world ML project experience to boost your career?

Join our End-to-End Machine Learning Project Workshop and gain hands-on experience in developing, optimizing, and deploying ML models for real-world applications.

🔹 Duration: 1 Day / 8 Hours
🔹 Mode: Online & Offline
🔹 Level: Intermediate – Advanced
🔹 Prerequisites: Basic Python & ML knowledge

What You Will Learn :

Module 1:	Understanding Machine Learning Pipelines.	Overview of Supervised & Unsupervised ML Models.	The complete ML workflow: data collection, feature engineering, model training, evaluation, and deployment.
Module 2:	Data Collection & Preprocessing.	Sourcing & cleaning datasets for optimal model performance.	Handling missing values, feature scaling, and encoding categorical data.
Module 3:	Feature Engineering & Model Selection.	Identifying the best features for improved predictions.	Choosing the right ML algorithms (Regression, Classification, Decision Trees, Random Forests, etc.).
Module 4:	Model Training & Optimization.	Training a model using Scikit-learn & TensorFlow.	Fine-tuning hyperparameters for best performance.
Module 5:	Model Evaluation & Performance Metrics	Interpreting accuracy, precision, recall, F1-score, and AUC-ROC	Comparing different ML models and selecting the best one
Module 6:	Model Deployment & Productionization	Deploying ML models using Flask, FastAPI, or Streamlit	Integrating AI into web applications & cloud platforms (AWS, GCP, or Azure)
Module 7:	Real-World Machine Learning Project	Implementing a real-world ML case study from start to finish	Building an end-to-end predictive model and deploying it for public access

Who Should Attend?

✅ Data Science & AI Enthusiasts who want practical ML experience
✅ Software Developers & Engineers looking to integrate ML into applications
✅ Students & Freshers aiming to build a solid AI portfolio
✅ Working Professionals & Researchers needing hands-on AI training

Why Choose HERE AND NOW AI?

✔ Industry-Expert Instructors – Learn from AI professionals with real-world ML experience
✔ Project-Based Learning – Work on an actual ML project
✔ Hands-On Coding – Not just theory, but practical implementation
✔ Certification of Completion – Validate your ML expertise with our AI Workshop Certificate

Register Now – Limited Seats Available!

🔹 Build & Deploy Real-World ML Models
🔹 Gain Hands-on AI Training with Experts
🔹 Kickstart Your Career in Data Science & AI

FAQ

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🚀 Become an ML Expert Today!