InfPrasad Posted June 13, 2018 Report Posted June 13, 2018 Hi Everyone, If any one is looking for Online Training on Artificial Intelligence or Data Science, Machine Learning, Deep Learning with Python , please contact me soon. We are providing Online Training, On Job Support and Interview Support. E-Mail:- [email protected] Phone: +91 99494 89441. USA No: - 325-268-5525 Course Content:- Artificial Intelligence (Data Science, Machine Learning & Deep Learning) How to Use Artificial Intelligence. Python For Data Science: Introduction Python For Data Science: Data Structures. Python For Data Science: Functions Python For Data Science: Numpy Python For Data Science: MatPlotLib Python For Data Science: Pandas Python For Data Science: Computational Complexity. Plotting for Exploratory Data Analysis. Linear Algebra. Probability & Statistics. Dimensionality Reduction & Visualization. PCA (Principle Component Analysis) T-SNE (T-Distributed Stochastic Neighborhood Embedding ) Real World Problem: Predict Rating Given Product Reviews On Amazon. Classification & Regression Models: K-Nearest Neighbors. Classification Algorithms In Various Situations. Performance Measurement Of Models. Naïve Bayes Logistic Regression. Linear Regression. Solving Optimization Problems. Support Vector Machines (SVM). Decision Trees. Ensemble Models. Featurization and Feature Engineering. Miscellaneous Topics Unsupervised Learning/Clustering. Hierarchical Clustering Technique. DBSCAN( Density Based Clustering) Technique. Recommender Systems & Matrix Factorization. Case Study: Personalized Cancer Diagnosis Case Study: Taxi Demand Prediction. Case Study: Microsoft Malware Detection. Case Study: Netflix Movie Recommendation System. Case Study: Stack Overflow TAG Predictor. Case Study: Quora Question Pair Similarity Problem. Case Study: Amazon Fashion Discovery Engine. Deep Learning. Neural Networks. Deep Multi-Layer Perceptrons. Tensorflow and Keras. Convolutional Neural Nets. Long-Short Term Memory. Case Study: Self Driving Car, Ad-Click Prediction, Human Activity Recognition Using Smart Phones, Song Similarity & Genre Classification, Facebook Friend Recommendation Using Graph Mining. Interview Questions for All Topics. Feel free to contact us for more discussion. Quote
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