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- AI Mastery Training Program
Curriculum
- 10 Sections
- 71 Lessons
- 12 Weeks
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- Fundamentals of Artificial Intelligence5
- Machine Learning7
- Linear Regression5
- Decision Tree7
- K-Means8
- Reinforcement Learning5
- Deep Learning7
- Tenser Flow15
- 8.1Tensorflow8 Minutes
- 8.2TensorFlow (cont.)8 Minutes
- 8.3Activation Functions6 Minutes
- 8.4Activation Functions Demo11 Minutes
- 8.5Handwritten Digits Example6 Minutes
- 8.6Hand written Digits Demo9 Minutes
- 8.7Hand written Digits Demo (cont.)5 Minutes
- 8.8Loss or Cost Function9 Minutes
- 8.9Loss or Cost Function Demo9 Minutes
- 8.10Gradient Descent15 Minutes
- 8.11Gradient Descent Demo10 Minutes
- 8.12Stochastic Gradient Descent8 Minutes
- 8.13Tensor Board9 Minutes
- 8.14Mastery: Quiz95 Minutes13 Questions
- 8.15Stochastic Gradient Descent Demo10 Minutes
- Convolutional Neural Network6
- Word Embeddings17
- 10.1Word Embeddings11 Minutes
- 10.2Word Embeddings Demo9 Minutes
- 10.3Word2Vec11 Minutes
- 10.4Tensorflow Input Pipeline9 Minutes
- 10.5Tensorflow Input Pipeline Demo9 Minutes
- 10.6BERT6 Minutes
- 10.7Chatbots8 Minutes
- 10.8NLP and NLP Pipeline14 Minutes
- 10.9Tokenization in Spacy10 Minutes
- 10.10Language Processing Pipeline in Spacy10 Minutes
- 10.11Stemming and Lemmatization10 Minutes
- 10.12Parts of Speech5 Minutes
- 10.13Name Entity Recognition4 Minutes
- 10.14Bag Of Words14 Minutes
- 10.15Chatbot Demo11 Minutes
- 10.16Wrap Up2 Minutes
- 10.17Mastery: Quiz1110 Minutes22 Questions
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