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[ TutGator.com ] Linkedin - Introduction To Artificial Intelligence (2023)
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Level: Beginner | Genre: eLearning | Language: English
Computer scientists are just a small slice of people working in artificial intelligence. Most of the people working in AI are project managers, product managers, directors, and executives. People just like you. This course helps you grasp key concepts in artificial intelligence. You’ll see how AI can enhance your products, life, and career. AI has been around for over half a century. Even with its huge strides, the core ideas in machine learning and neural networks are still accessible.
This course is designed for project managers, product managers, directors, executives, and students starting a career in AI. Get a high-level overview of the top tools in the field. First, see what it means for a system to display “intelligence.” Then, learn algorithms and techniques involved in machine learning, artificial neural networks, and deep learning. Once simplified, AI looks less like magic and more like an exciting new set of technology tools.
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FILE LIST
Filename
Size
~Get Your Files Here !/01. Introduction/001. Why you need to know about artificial intelligence.en.srt
1.7 KB
~Get Your Files Here !/01. Introduction/001. Why you need to know about artificial intelligence.mp4
13.2 MB
~Get Your Files Here !/02. What Is Artificial Intelligence/002. Define general intelligence.en.srt
5.5 KB
~Get Your Files Here !/02. What Is Artificial Intelligence/002. Define general intelligence.mp4
38.9 MB
~Get Your Files Here !/02. What Is Artificial Intelligence/003. The general problem-solver.en.srt
5.6 KB
~Get Your Files Here !/02. What Is Artificial Intelligence/003. The general problem-solver.mp4
37.7 MB
~Get Your Files Here !/02. What Is Artificial Intelligence/004. Strong vs. weak AI.en.srt
5.3 KB
~Get Your Files Here !/02. What Is Artificial Intelligence/004. Strong vs. weak AI.mp4
36.5 MB
~Get Your Files Here !/03. The Rise of Machine Learning/005. Machine learning.en.srt
5.7 KB
~Get Your Files Here !/03. The Rise of Machine Learning/005. Machine learning.mp4
40.2 MB
~Get Your Files Here !/03. The Rise of Machine Learning/006. Artificial neural networks.en.srt
5.5 KB
~Get Your Files Here !/03. The Rise of Machine Learning/006. Artificial neural networks.mp4
37.3 MB
~Get Your Files Here !/04. Common AI Systems/007. Searching for patterns in data.en.srt
6.1 KB
~Get Your Files Here !/04. Common AI Systems/007. Searching for patterns in data.mp4
43.2 MB
~Get Your Files Here !/04. Common AI Systems/008. Robotics.en.srt
5.8 KB
~Get Your Files Here !/04. Common AI Systems/008. Robotics.mp4
40.1 MB
~Get Your Files Here !/04. Common AI Systems/009. Natural language processing.en.srt
6.1 KB
~Get Your Files Here !/04. Common AI Systems/009. Natural language processing.mp4
41.4 MB
~Get Your Files Here !/04. Common AI Systems/010. The Internet of Things.en.srt
5.7 KB
~Get Your Files Here !/04. Common AI Systems/010. The Internet of Things.mp4
40 MB
~Get Your Files Here !/05. Learn from Data/011. Labeled and unlabeled data.en.srt
5.6 KB
~Get Your Files Here !/05. Learn from Data/011. Labeled and unlabeled data.mp4
37.7 MB
~Get Your Files Here !/05. Learn from Data/012. Massive datasets.en.srt
6.4 KB
~Get Your Files Here !/05. Learn from Data/012. Massive datasets.mp4
44.3 MB
~Get Your Files Here !/06. Identify Patterns/013. Classify data.en.srt
5.8 KB
~Get Your Files Here !/06. Identify Patterns/013. Classify data.mp4
40.6 MB
~Get Your Files Here !/06. Identify Patterns/014. Cluster data.en.srt
6.1 KB
~Get Your Files Here !/06. Identify Patterns/014. Cluster data.mp4
41.2 MB
~Get Your Files Here !/06. Identify Patterns/015. Reinforcement learning.en.srt
5.5 KB
~Get Your Files Here !/06. Identify Patterns/015. Reinforcement learning.mp4
38.1 MB
~Get Your Files Here !/07. Machine Learning Algorithms/016. Common algorithms.en.srt
5.8 KB
~Get Your Files Here !/07. Machine Learning Algorithms/016. Common algorithms.mp4
40 MB
~Get Your Files Here !/07. Machine Learning Algorithms/017. K-nearest neighbor.en.srt
5.8 KB
~Get Your Files Here !/07. Machine Learning Algorithms/017. K-nearest neighbor.mp4
40.1 MB
~Get Your Files Here !/07. Machine Learning Algorithms/018. K-means clustering.en.srt
6.3 KB
~Get Your Files Here !/07. Machine Learning Algorithms/018. K-means clustering.mp4
42.4 MB
~Get Your Files Here !/07. Machine Learning Algorithms/019. Regression.en.srt
6.1 KB
~Get Your Files Here !/07. Machine Learning Algorithms/019. Regression.mp4
41.3 MB
~Get Your Files Here !/07. Machine Learning Algorithms/020. Naive Bayes.en.srt
5.7 KB
~Get Your Files Here !/07. Machine Learning Algorithms/020. Naive Bayes.mp4
42.1 MB
~Get Your Files Here !/08. Fit the Algorithm/021. Select the best algorithm.en.srt
5.9 KB
~Get Your Files Here !/08. Fit the Algorithm/021. Select the best algorithm.mp4
40.4 MB
~Get Your Files Here !/08. Fit the Algorithm/022. Follow the data.en.srt
5.2 KB
~Get Your Files Here !/08. Fit the Algorithm/022. Follow the data.mp4
36.5 MB
~Get Your Files Here !/08. Fit the Algorithm/023. Overfitting and underfitting.en.srt
5.5 KB
~Get Your Files Here !/08. Fit the Algorithm/023. Overfitting and underfitting.mp4
40.2 MB
~Get Your Files Here !/09. Artificial Neural Networks/024. Build a neural network.en.srt
5.5 KB
~Get Your Files Here !/09. Artificial Neural Networks/024. Build a neural network.mp4
40.6 MB
~Get Your Files Here !/09. Artificial Neural Networks/025. Weighing the connections.en.srt
5.3 KB
~Get Your Files Here !/09. Artificial Neural Networks/025. Weighing the connections.mp4
36.9 MB
~Get Your Files Here !/09. Artificial Neural Networks/026. The activation bias.en.srt
5.3 KB
~Get Your Files Here !/09. Artificial Neural Networks/026. The activation bias.mp4
36.8 MB
~Get Your Files Here !/10. Improve Accuracy/027. Learning from mistakes.en.srt
5.5 KB
~Get Your Files Here !/10. Improve Accuracy/027. Learning from mistakes.mp4
40.8 MB
~Get Your Files Here !/10. Improve Accuracy/028. Step through the network.en.srt
6.3 KB
~Get Your Files Here !/10. Improve Accuracy/028. Step through the network.mp4
45.5 MB
~Get Your Files Here !/11. Where to Go from Here/029. Using AI systems.en.srt
5.4 KB
~Get Your Files Here !/11. Where to Go from Here/029. Using AI systems.mp4
39.2 MB
~Get Your Files Here !/11. Where to Go from Here/030. Applying AI to solve problems.en.srt
2.5 KB
~Get Your Files Here !/11. Where to Go from Here/030. Applying AI to solve problems.mp4
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