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 StatisticsVideo lessonSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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3Calculus and OptimizationVideo lessonSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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4Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Linear Algebra" before accessing it.
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5Mini ProjectText lessonSorry, 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-learnVideo lessonThis 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 ExercisesText lessonSorry, 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 ProjectText lessonSorry, 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 LearningVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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10RegressionVideo lessonSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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11ClassificationVideo lessonSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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12ClusteringVideo lessonSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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13Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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14Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Supervised and Unsupervised Learning" before accessing it.
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15Decision TreesVideo lessonThis 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 ForestVideo lessonSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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17Support Vector MachinesVideo lessonSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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18Ensemble MethodsVideo lessonSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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19Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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20Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Decision Trees" before accessing it.
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21Neural NetworksVideo lessonThis 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)Video lessonSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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23Recurrent Neural Networks (RNNs)Video lessonSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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24Transfer LearningVideo lessonSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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25Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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26Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Neural Networks" before accessing it.
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27Text Pre-processingVideo lessonThis 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 EmbeddingsVideo lessonSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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29Sequence ModelsVideo lessonSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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30Transformer-based ModelsVideo lessonSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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31Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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32Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Text Pre-processing" before accessing it.
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33Markov Decision ProcessVideo lessonThis 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-LearningVideo lessonSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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35Deep Q-NetworksVideo lessonSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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36Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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37Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Markov Decision Process" before accessing it.
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38Image ProcessingVideo lessonThis 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 DetectionVideo lessonSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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40Semantic SegmentationVideo lessonSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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41Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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42Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Image Processing" before accessing it.
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43Bias in AIVideo lessonThis 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 InterpretabilityVideo lessonSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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45Fairness in MLVideo lessonSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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46Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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47Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Bias in AI" before accessing it.
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48DockerVideo lessonThis lesson is locked because you haven't completed the previous one yet. Finish the previous lesson to unlock this one.
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49KubernetesVideo lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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50CI/CD for MLVideo lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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51Model Serving (Flask, FastAPI)Video lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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52MonitoringVideo lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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53Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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54Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Docker" before accessing it.
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55Scaling ML modelsVideo lessonThis 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 InferenceVideo lessonSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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57A/B TestingVideo lessonSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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58Hands-on ExercisesText lessonSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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59Mini ProjectText lessonSorry, this lesson is currently locked. You need to complete "Scaling ML models" before accessing it.
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60Project Idea 1Text lessonThis 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 2Text lessonSorry, this lesson is currently locked. You need to complete "Project Idea 1" before accessing it.
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62Project Idea 3Text lessonSorry, 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 |