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

LunarTech 43,251 lượt xem 5 months ago
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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

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