Machine Learning - Educational Content for Engineering Students

We are looking to create video content for Indian Engineering Students on the topic of Machine Learning. The broad topics we are looking to cover include: - Introduction to Machine Learning - Learning with Regression - Learning with trees - Support Vector Machines (SVM) - Learning with Classification - Dimensionality Reduction - Learning with Clustering - Reinforcement Learning A detailed list of the subtopics that have to be covered under each topic can be found in the attached files. Once you are finalized for this project, you will be provided with a Power Point Presentation with pointers that you can build on and use for assistance as you create & deliver the content. What we want from you: - Screen-Recorded Videos with voice-over of you delivering the content. The video created must be in English ONLY - For Reference, here are some videos in a similar format on different topics: [login to view URL] [login to view URL] [login to view URL] Who we are looking for: - Subject Matter Experts who can add to and deliver the material in an engaging & captivating manner. The material delivered to us must also meet our quality standards, including the following: - It is mandatory for you to follow our standardized format & template for all the materials you create for us. Details about the same will be shared with you once you are finalized for the project. - It should NOT be a mere repetition of the points sent to you. The videos should involve you using your subject matter knowledge to add on to the points (through know-how, examples etc) as you deliver them - The quality of the video should be crisp & clear. The text on screen should be legible - With regards to audio, please minimize background noise & echo to ensure optimum quality. Please note that depending on the quality of your submissions for this project - we could look at turning this into a long-term engagement for similar projects!