Empowering Machine Deep Learning Course
Price On RequestFees: Rs 25,000/- inc. taxesDuration: 15 WeeksDeep learning is a branch of Machine Learning algorithms which deals with empowering machine to take decisions like humans using Artificial Neural Network. This in-depth course provides you with all the tools and techniques to get started with deep learning, and how to use neural networks to address some of the common machine learning problems. Learn Statistical concepts [Basics to Advanced levels]Exploratory Data Analysis using Python, Excel and TableauData Importing, Exporting, Manipulation, Cleansing, Analysis, Visualization using PythonModel Planning, Data Modelling and Model Evaluation using real time case studiesVarious Machine Learning algorithms and its implementation through Hands-On in the classCommunicate the findings through effective data visualizations COURSE DURATION .90 hours (15weeks) Weekend SESSION TIMINGS .3:30pm-06:30pm [Sat,Sun] COST .INR 25,000/- Features Instructor led online LIVE session for entire course durationSmall batch size Personalized attentionHighly Interactive sessions (Two way participation Chat and Speech)Highly experience and Qualified Trainers [Analytics experts, 10+ years industry experience (IITians)20+ hours of In-depth case study discussion Multiple domain Specific ProjectsAccess to Session Recordings Case studies thru Learning Manangement Portal for 2 yearsCareer guidance and Placement AssistancePay 5000/- during registration and rest only after experiencing 20 hours of sessionsCourse Completion CertificationHighly approachable faculty 24*7 support availableReattend LIVE sessions -If you miss a Lecture due to some reason Curriculum Neural Networks and Deep Learning This module will make you understand the major technology trends driving Deep Learning. You will be able to build, train and apply fully connected deep neural networks. You get the knowledge on how to implement efficient neural networks & also understand the key parameters in a neural network s architecture.Introduction to deep learningNeural Networks BasicsShallow neural networksDeep Neural NetworksPractical aspects of Deep LearningOptimization algorithms Tuning Deep Neural Networks This module will teach you the magic of getting deep learning to work well. Rather than the deep learning process being a black box, you will understand what drives performance, and be able to more systematically get good results. You will also learn TensorFlow.Tuning processNormalizing activations in a networkFitting Batch Norm into a neural networkSoftmax RegressionTraining a softmax classifierDeep learning frameworks Convolutional Neural Networks This module will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face recognition, to neural style transfer.Convolutional Neural NetworksFoundations of Convolutional Neural NetworksDeep convolutional models: case studiesObject detectionSpecial applications: Face recognition & Neural style transfer