Perfect introduction to data science & ai for beginners starting their learning journey.
Let's make it easy. Message me on WhatsApp for smooth payment and special discounts - my number is in my profile. AI Engineering Mastery: From Zero to HeroMaster AI from Fundamentals to Advanced Deep Learning, NLP, Computer Vision, and Generative AI with Real-World ProjectsCourse Description:Artificial Intelligence is transforming industries and opening new career opportunities.
This comprehensive course is based on recorded live sessions and is designed to take you from beginner to advanced AI engineer by covering both foundational concepts and cutting-edge technologies. These sessions were originally conducted live, ensuring an interactive teaching style, real-world discussions, and in-depth explanations. Now, they are fully available as on-demand recordings, allowing you to learn at your own pace, revisit lessons anytime, and follow a structured step-by-step approach.
Whether you are new to programming or already familiar with AI basics, this course provides hands-on experience with industry-standard tools like Python, TensorFlow, and Hugging Face. You will work on real-world projects to solidify your skills and prepare for real-life AI challenges. What You Will Learn:1.
Foundations of AI & Machine LearningCore concepts in statistics and linear algebra for AIPython essentials: Data structures, control flow, and object-oriented programmingKey libraries: NumPy, Pandas, Matplotlib, and SeabornHands-on projects: Titanic Survival Prediction and California Housing Project2. Core Machine Learning TechniquesLinear and polynomial regressionData preparation, feature selection, and overfitting controlDecision trees, K-nearest neighbors (KNN), Naïve Bayes, and support vector machines (SVM)Ensemble methods: Bagging, boosting, and advanced evaluation techniquesClustering methods for unsupervised learning3. Deep Learning & Neural NetworksNeural network architecture and implementationOverfitting control, regularization, and optimization techniquesTensorFlow for deep learning and model fine-tuningApplied deep learning: Titanic Survival Prediction4.
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