Artificial Intelligence and Machine Learning Engineer
- Description
- Curriculum
- Reviews
The Artificial Intelligence & Machine Learning Engineer course equips students with the knowledge and skills needed to design, develop, and deploy AI and machine learning models. The course covers key concepts such as supervised and unsupervised learning, neural networks, deep learning, natural language processing, and computer vision. Participants will learn to work with popular frameworks like TensorFlow, PyTorch, and scikit-learn. The curriculum includes hands-on projects to build real-world AI applications. Additionally, the course emphasizes ethical AI practices and the impact of AI on society. Graduates will be prepared for roles in AI research, development, and application.
Outcome:-
AIML (Artificial Intelligence Markup Language) is a language designed to create and manage conversational agents or chatbots. Its outcome is the development of more sophisticated and interactive virtual assistants that can handle a wide range of user queries. AIML facilitates the creation of conversational patterns and responses, enabling chatbots to provide relevant and context-aware answers. By structuring responses and handling variations in user input, AIML enhances the user experience in automated conversations. Overall, AIML contributes to advancing human-computer interaction through improved and more natural dialogue capabilities.
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1Linear AlgebraVideo lesson
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2Probability and StatisticsSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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3Calculus and OptimizationSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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4Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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5Mini ProjectSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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6Python basics, libraries like NumPy, Pandas, Matplotlib, and Scikit-learnThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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7Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Python basics, libraries like NumPy, Pandas, Matplotlib, and Scikit-learn" before accessing it.
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8Mini ProjectSorry, this lesson is currently locked. You need to complete "Python basics, libraries like NumPy, Pandas, Matplotlib, and Scikit-learn" before accessing it.
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9Supervised and Unsupervised LearningThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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10RegressionSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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11ClassificationSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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12ClusteringSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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13Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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14Mini ProjectSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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15Decision TreesThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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16Random ForestSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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17Support Vector MachinesSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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18Ensemble MethodsSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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19Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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20Mini ProjectSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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21Neural NetworksThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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22Convolutional Neural Networks (CNNs)Sorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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23Recurrent Neural Networks (RNNs)Sorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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24Transfer LearningSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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25Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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26Mini ProjectSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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27Text Pre-processingThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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28Word EmbeddingsSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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29Sequence ModelsSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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30Transformer-based ModelsSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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31Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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32Mini ProjectSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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33Markov Decision ProcessThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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34Q-LearningSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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35Deep Q-NetworksSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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36Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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37Mini ProjectSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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38Image ProcessingThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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39Object DetectionSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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40Semantic SegmentationSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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41Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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42Mini ProjectSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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43Bias in AIThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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44Model InterpretabilitySorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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45Fairness in MLSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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46Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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47Mini ProjectSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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48DockerThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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49KubernetesSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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50CI/CD for MLSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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51Model Serving (Flask, FastAPI)Sorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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52MonitoringSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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53Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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54Mini ProjectSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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55Scaling ML modelsThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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56Real-time InferenceSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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57A/B TestingSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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58Hands-on ExercisesSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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59Mini ProjectSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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60Project Idea 1This lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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61Project Idea 2Sorry, this lesson is currently locked. You need to complete "Project Idea 1" before accessing it.
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62Project Idea 3Sorry, this lesson is currently locked. You need to complete "Project Idea 1" before accessing it.
Working hours
Monday | 9:30 am - 9:30 pm |
Tuesday | 9:30 am - 9:30 pm |
Wednesday | 9:30 am - 9:30 pm |
Thursday | 9:30 am - 9:30 pm |
Friday | 9:30 am - 9:30 pm |
Saturday | 9:30 am - 9:30 pm |
Sunday | Closed |