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In this video on Advanced Machine Learning Course 2023, you will understand the basics of machine learning.. In this Machine Learning Training 2023, we will cover essential machine learning topics like applications of machine learning and machine learning concepts and understand why mathematics, statistics, and linear algebra are crucial. We'll also learn about regularization, dimensionality reduction, and PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will gain hands-on experience using amazing projects like fake news detection, sentiment analysis, and many more. Below are the topics covered in this video:
00:00:00 Advanced Machine Learning Course 2023
00:03:12 What is machine learning
00:20:04 How ml algo works
01:08:40 sci-ket learn
01:41:21 Naïve Bayes
02:22:59 confusion matrix
02:43:48 applications of ML
02:48:45 feature selection
03:10:40 cross validation
04:41:58 NLP
05:14:26 Top 10 Machine Learning Projects for 2023
05:22:33 Image Classification
05:54:31 fake news detection
06:38:30 Time Series
07:49:20 Sentiment analysis
09:06:40 Myers Briggs Personality Indicator Using Machine Learning
09:58:25 object detection
10:25:43 ML interview question
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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…
👉 Learn More At: https://www.simplilearn.com/pgp-ai-machine-learning-certification-training-course?utm_campaign=14July2023AdvancedMachineLearningCourse2023&utm_medium=Description&utm_source=youtube