AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science

Learn about machine learning and AI with this comprehensive 11-hour course. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This course goes beyond theory to provide hands-on implementation experience, career guidance, and great insights from industry professionals. It also includes a career guide on how to build a data science career, launch a startup, and prepare for interviews. Try Free: https://bit.ly/lunartech-signup ⭐️ Contents ⭐️ ⌨️ (00:00:00) Introduction ⌨️ (00:00:02) Machine Learning Roadmap for 2024 ⌨️ (00:49:53) ML Basics (Supervised vs. Unsupervised, Regression vs. Classification) ⌨️ (01:05:10) Machine Learning Bias-Variance Trade-off ⌨️ (01:12:22) Machine Learning Overfitting Regularization ⌨️ (01:41:11) Machine Learning Linear Regression Model ⌨️ (01:48:15) Machine Learning Linear Regression Model As a Prediction Model ⌨️ (02:04:41) Top 10 Machine Learning Algorithms ⌨️ (03:50:28) Data Analysis : Superstore Data Analytics Project ⌨️ (05:11:29) Machine Learning Linear Regression Case Study ⌨️ (07:11:16) MLOps: Movie recommendation system. ⌨️ (07:49:52) Workshop: How to Become a Data Scientist With No Experience ⌨️ (08:59:38) Workshop: How to Build A Startup ⌨️ (09:26:21) Machine Learning Interview Prep 🚨 Launch Your Data Science Career with LunarTech.AI! 🚨 Try Free: https://bit.ly/lunartech-signup 🎁 Free Resources: - Six Figure Data Science eBook: https://downloads.tatevaslanyan.com/six-figure-data-science-ebook - How to Land Your Dream Data Science Internship: https://join.lunartech.ai/data-science-internship--4e6b5 - Mastering Data Science and Analytics Handbook: https://join.lunartech.ai/comprehensive-data-science-guide - The Complete Data Science Roadmap [2024]: https://join.lunartech.ai/complete-datascience-roadmap - Machine Learning Fundamentals Handbook: https://join.lunartech.ai/machine-learning-fundamentals 🖥️ Resources and Courses to get into Machine Learning - Fundamentals to Machine Learning Course: https://bit.ly/lunartech-signup - Fundamentals to Statistics Course: https://bit.ly/lunartech-signup - Python for Data Science Course: https://bit.ly/lunartech-signup - Introduction to NLP Course: https://bit.ly/lunartech-signup - Deep Learning Interview Prep Course (100 Q&A's Part 2): https://bit.ly/lunartech-signup 👤 Meet Your Instructor: Tatev Aslanyan 🌐 Powered by: https://lunartech.ai/ 🔔 Connect with Us: LunarTech on LinkedIn: https://www.linkedin.com/company/lunartechai/ Tatev Aslanyan: https://www.linkedin.com/in/tatev-karen-aslanyan/ Vahe Aslanyan: https://www.linkedin.com/in/vahe-aslanyan/ #ai #datascience #machinelearning