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Machine Learning and AI Training at Cbitss Institute | Boost Your Career

Cbitss Institute offers expert-led Machine Learning and AI training programs designed to help you master advanced techniques. Gain hands-on experience and accelerate your career in the rapidly evolving AI industry. Enroll now!

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Machine Learning and AI Training at Cbitss Institute | Boost Your Career

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Presentation Transcript

  1. Machine Learning & AI-Focused Training A Pathway to Advanced AI Applications

  2. Introduction to Machine Learning Definition of Machine Learning Difference from AI & Deep Learning Computers learningfrom data without explicit programming AI is broader, Deep Learning is a subset of ML

  3. Types of Machine Learning Supervised Learning Unsupervised Learning Reinforcement Learning Clustering, anomaly detection Agents, rewards, policies Labeled data, classification, regression

  4. AI-Focused Applications of ML Computer Vision Natural Language Processing Predictive Analytics Robotics & Automation Face recognition, object detection Stock market, healthcare Chatbots, sentiment analysis Automated tasks, intelligent machines

  5. ML Workflow & Process Data collection & preprocessing 1 Model selection & training 2 Evaluation & fine-tuning 3 Deployment & monitoring 4

  6. Essential ML Algorithms Linear Regression & Logistic Regression Decision Trees & Random Forest 1 2 Predicting continuous or categorical values Tree-based models for classification and regression Support Vector Machines (SVM) Neural Networks & Deep Learning 3 4 Finding the best hyperplane for classification Complex models inspired by the human brain

  7. AI Tools & Frameworks Python Libraries Deep Learning Frameworks NumPy, Pandas, Scikit-Learn TensorFlow, PyTorch

  8. Hands-On Projects & Case Studies Sentiment Analysis on Tweets Image Classification with CNNs Analyzing public opinion and brand perception Classifying images into different categories

  9. Career & Future Scope in ML & AI ML Engineer, Data Scientist, AI Researcher 1 2 Industry Demand & Salary Trends Emerging Technologies 3 AutoML, Generative AI

  10. Training & Certification in Chandigarh 1 Best Institutes for ML & AI Training 2 Curriculum & Course Duration 3 Placement Assistance & Internships

  11. Conclusion & Final Thoughts Recap of Key Takeaways Machine Learning is transforming the world Importance of Continuous Learning Stay updated with the latest advancements Next Steps for Learners Start your ML journey, explore opportunities

  12. Thank You Slide Thank You for Your Time! Address: SCO 23-24-25, Level 2nd, SEC 34-A, Chandigarh. Phone: 9988741983 , 0172-503-1983 https://www.cbitss.in/machine-learning-course-in-chandigarh/

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