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This video on Mathematics for Machine Learning will give you the foundation to understand the working of machine learning algorithms. You will learn linear algebra, statistics, probability, and calculus with hands-on demonstrations in Python.
00:00:00 Data and its types
00:04:43 Linear algebra and its concepts
00:27:25 Calculus
00:41:46 Statistics for machine learning
01:11:57 Probability for machine learning
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To access the slides, click here: https://www.slideshare.net/Simplilearn/mathematics-for-machine-learning-essential-mathematics-machine-learning-tutorial-simplilearn/Simplilearn/mathematics-for-machine-learning-essential-mathematics-machine-learning-tutorial-simplilearn
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️ About Post Graduate Program In AI And Machine Learning
This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.
Key Features
- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
- Master Classes delivered by Purdue faculty and IBM experts
- Simplilearn's JobAssist helps you get noticed by top hiring companies
- Gain access to 4 live online sessions on latest AI trends such as ChatGPT, generative AI, explainable AI, and more
- Learn about the applications of ChatGPT, OpenAI, Dall-E, Midjourney & other prominent tools
Skills Covered
- ChatGPT
- Generative AI
- Explainable AI
- Generative Modeling
- Statistics
- Python
- Supervised Learning
- Unsupervised Learning
- NLP
- Neural Networks
- Computer Vision
- And Many More…
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