Best Data Science Training institute in Ameerpet Data science training in HyderabadbrFuture Gen Technologies Training center is an engineering training institute providing trainings on job oriented professional courses for Graduates and IT Professionals Our training programs cover Data Science ID: 829897
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1.Python : (a)Python – Cor e (b)Python - Advanc e 2.Data Analysis a nd Visualizatio n 3.Machine Learning and Natural Language Processin g 4.Artificial Intelligenc e 5.Vilsualization Tool s •Tablea u •Qlik vie w 6.Big Data Tools : •Hadoo p •Apache Spar k •SQ L •Scal a Python for Data Science: (a) Python Core : • Language Fundamental s • Pattern progra m • Dat a Type s (b) Python Advance : • Object Oriented Programmin g • Exception Handlin g • Working With Files and File Handlin g • Data Encoding and Processing Digit s • Function s • Regular Expression s • Web Crawlin g Data Science and Visualization: 1. Statistic s • Math s • Introductions to Statisti c s • Sampling Technique s • Descriptive Statistic s s • Probability and Limitation s • Inferential Statistic s 2. Python libraries : •Nump y •Panda s 3.Exploratory Data Analysi s •Analyse the Dat a •Feature Engineering and Feature Selection s •Data Preprocessin g 4.Visualizatio n •Matplotli b •Seabor n •Plotl y Machine Learn ing: 1. Supervised Learnin g Regression Technique s Classification Technique s Ensemble Method s DISTANCE BASED MODULE S Support Vector Machine s 2. Unsuper vised Learnin g Principal Components Analysis(PCA ) DBSCA N K - Mean s Hierarchical clusterin g Association Rule s Aprior i 3. Hyper Parameter Tunin g 4. Natural Language Processin g Artificial Intelligence Deep Learnin g •Reinforcement Learnin g •Introduction to Tensorflow and PyTorc h •Rec ommendation Syste m •Feedforward Neural Network (FNN ) •Convolutional Neural Network(CNN ) •Recurrent Neural Networks(RNN ) •Sequential Models and NL P •Image Processin g •Computer Visio n Natural Language Process (NLP): What is Text Mining ? • Librarie s • NLT K • Structured and Unstructured Da t a • Extracting Unstructured text from files and website s • Text Pre processin g • Regular Expressions for Pattern Matchin g • Text Normalizatio n • Text Tokenizatio n • Sentence Tokenizatio n • StopWord s • Word Tokenizatio n • Text Segmentatio n • Stemmin g • Lem matizatio n NLP : • Natural Language Understanding Term s • Bag of Word s • Word Vectorize r • TFID F • Automatic Taggin g • Unigram s • Bigram s • N - grams Taggin g • Transformation based Taggin g • POS Taggin g • Cosine Similarit y • Named Entity Recognitio n • Genis m • Word2ve c • AvgWord2ve c Read more - https://www.futuregentechnologies.com/masters - in - data - science