Artificial intelligence & Machine learning

🤖 Artificial Intelligence & Machine Learning Course

• 🕒 Duration: 3 to 6 Months
• 📍 Mode: Online & Offline
• 🎯 Level: Beginner to Advanced
• 📜 Certification: Yes

🎯 Course Overview

Yeh course artificial intelligence aur machine learning ki fundamental aur advanced skills par focus karta hai. Isme aapko algorithms, neural networks, natural language processing, aur real-world applications sikhne ko milengi. Yeh course aapko data-driven decision making ke liye tayar karega.

👨‍🎓 Who Should Join?

• ✔ Beginners jo AI aur ML seekhna chahte hain.
• ✔ Data scientists aur analysts jo apni skills enhance karna chahte hain.
• ✔ Professionals jo AI applications develop karna chahte hain.

📚 Course Modules

🔹 Module 1: Introduction to Artificial Intelligence

• ✅ AI Basics (Definition, Importance, Applications).
• ✅ Overview of AI Technologies and Tools.
• ✅ Ethical Considerations in AI.
• 🖼 Example: Exploring AI applications in various industries.

🔹 Module 2: Machine Learning Fundamentals

• ✅ Types of Machine Learning (Supervised, Unsupervised, Reinforcement).
• ✅ Key Algorithms (Linear Regression, Decision Trees, Clustering).
• ✅ Model Evaluation Techniques (Cross-Validation, Confusion Matrix).
• 🖼 Example: Building a simple machine learning model.

🔹 Module 3: Data Preprocessing and Feature Engineering

• ✅ Data Cleaning Techniques (Handling Missing Values, Outliers).
• ✅ Feature Selection and Extraction Methods.
• ✅ Data Transformation Techniques.
• 🖼 Example: Preprocessing a dataset for analysis.

🔹 Module 4: Deep Learning

• ✅ Introduction to Neural Networks and Their Architectures.
• ✅ Understanding Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs).
• ✅ Applications of Deep Learning in Image and Speech Recognition.
• 🖼 Example: Building a CNN for image classification.

🔹 Module 5: Natural Language Processing (NLP)

• ✅ Basics of NLP and Its Significance.
• ✅ Techniques for Text Processing and Sentiment Analysis.
• ✅ Building Chatbots and Language Models.
• 🖼 Example: Creating a simple chatbot.

🔹 Module 6: Model Deployment and Optimization

• ✅ Strategies for Deploying Machine Learning Models.
• ✅ Performance Tuning and Optimization Techniques.
• ✅ Introduction to Cloud Services for AI Applications.
• 🖼 Example: Deploying a model using cloud services.

🔹 Module 7: Hands-on Projects

• 📌 Building a Recommendation System.
• 📌 Creating a Predictive Model for Customer Churn.
• 📌 Developing an Image Classification App.
• 📌 Conducting a Capstone Project.

💡 Why Choose This Course?

• ✅ 100% Practical Learning with Real-World Projects.
• ✅ Expert-Led Training & Mentorship.
• ✅ AI & ML Certification upon Completion.
• ✅ Career Guidance & Job Assistance.
• ✅ Industry-Standard Best Practices.

🚀 Enroll Now & Start Your AI & ML Journey!

• 📞 Contact: 9660571413, 8740932539
• 📍 Branch 1: Kanta Choraha, Jhotwara, Jaipur
• 📍 Branch 2: Sirsi Road, Panchyawala, Jaipur
• 🌐 Website: tmscomputerclasses.com