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DEEP LEARNING TRAINING

COURSE DESCRIPTION

YOLOSHY TECHNOLOGIES At Chennai offers services for Deep Learning related programs. Yoloshy provide our immersive graduates with 100 percent Placement help, training, and opportunities that improve information and skills. Yoloshy offer you coaching based on current business standards. Building a strong portfolio with a highly built resume for Deep Learning. YOLOSHY TECHNOLOGIES academy the leading Mobile Development Training Institute in Chennai offers classroom sessions which are fully based on practical session. Yoloshy have created multiple batches with restricted students so the tutor will keep a watch on individual attention to each student. YOLOSHY TECHNOLOGIES Sessions are more interactive and well structured seeking the convenience of our students. Our experts of YOLOSHY TECHNOLOGIES are high-level graduates who work in top MNC’s. YOLOSHY TECHNOLOGIES trainers are dynamic and have good command in communication which helps to deliver the best methodologies in our Deep Learning Courses in Chennai. Investing in Deep Learning programming skills is still in demand. The language is useful for Deep Learning is an application Big Data& Data Science, which can be used to develop websites, using Deep Learning. It is an Open-Source framework. It has a very rich set of functionality, which will increase the speed of website development work. This course is an introduction to deep learning, a branch of machine learning concerned with the development and application of modern neural networks. Deep learning algorithms extract layered high-level representations of data in a way that maximizes performance on a given task. Deep learning is a type of machine learning and artificial intelligence (AI) that imitates the way humans gain certain types of knowledge. … While traditional machine learning algorithms are linear, deep learning algorithms are stacked in a hierarchy of increasing complexity and abstraction.

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Introduction to Data Science
♦ What is Data Science?
♦ What is Machine Learning?
♦ What is Deep Learning?
♦ What is AI?
♦ Data Analytics & it’s types
Introduction to Python
♦ What is Python?
♦ Why Python?
♦ Installing Python
♦ Python IDEs
♦ Jupyter Notebook Overview
Python Basics
♦ Python Basic Data types
♦ Lists
♦ Slicing
♦ IF statements
♦ Loops
♦ Dictionaries
♦ Tuples
♦ Functions
♦ Array
♦ Selection by position & Labels
Python Packages
♦ Pandas
♦ Numpy
♦ Sci-kit Learn
♦ Mat-plot library
Importing Data
♦ Reading CSV files
♦ Saving in Python data
♦ Loading Python data objects
♦ Writing data to csv file
Manipulating Data
♦ Selecting rows/observations
♦ Rounding Number
♦ Selecting columns/fields
♦ Merging data
♦ Data aggregation
♦ Data munging techniques
Statistics Basics
♦ Central Tendency
♦ Mean
♦ Median
♦ Mode
♦ Skewness
♦ Normal Distribution
♦ Probability Basics
♦ What does mean by probability?
♦ Types of Probability
♦ ODDS Ratio?
♦ Standard Deviation
♦ Data deviation & distribution
♦ Variance
♦ Bias variance Trade off
♦ Underfitting
♦ Overfitting
♦ Distance metrics
♦ Euclidean Distance
♦ Manhattan Distance
♦ Outlier analysis
♦ What is an Outlier?
♦ Inter Quartile Range
♦ Box & whisker plot
♦ Upper Whisker
♦ Lower Whisker
♦ Scatter plot
♦ Cook’s Distance
♦ Missing Value treatment
♦ What is a NA?
♦ Central Imputation
♦ KNN imputation
♦ Dummification
♦ Correlation
♦ Pearson correlation
♦ Positive & Negative correlation
Error Metrics
♦ Classification
♦ Confusion Matrix
♦ Precision
♦ Recall
♦ Specificity
♦ F1 Score
♦ Regression
♦ MSE
♦ RMSE
♦ MAPE
Machine Learning
♦ Supervised Learning
♦ Linear Regression
♦ Linear Equation
♦ Slope
♦ Intercept
♦ R square value
♦ Logistic regression
♦ ODDS ratio
♦ Probability of success
♦ Probability of failure Bias Variance Tradeoff
♦ ROC curve
♦ Bias Variance Tradeoff
♦ Unsupervised Learning
♦ K-Means
♦ K-Means ++
♦ Hierarchical Clustering
♦ SVM
♦ Support Vectors
♦ Hyperplanes
♦ 2-D Case
♦ Linear Hyperplane
♦ SVM Kernal
♦ Linear
♦ Radial
♦ polynomial
♦ Other Machine Learning algorithms
♦ K – Nearest Neighbour
♦ Naïve Bayes Classifier
♦ Decision Tree – CART
♦ Decision Tree – C50
♦ Random Forest
ARTIFICIAL INTELLIGENCE
♦ AI Introduction
♦ Perceptron
♦ Multi-Layer perceptron
♦ Markov Decision Process
♦ Logical Agent & First Order Logic
♦ AL Applications
Deep Learning Algorithms
♦ CNN – Convolutional Neural Network
♦ RNN – Recurrent Neural Network
♦ ANN – Artificial Neural Network
♦ Introduction to NLP
♦ Text Pre-processing
♦ Noise Removal
♦ Lexicon Normalization
♦ Lemmatization
♦ Stemming
♦ Object Standardization
♦ Text to Features (Feature Engineering)
♦ Syntactical Parsing
♦ Dependency Grammar
♦ Part of Speech Tagging
♦ Entity Parsing
♦ Named Entity Recognition
♦ Topic Modelling
♦ N-Grams
♦ TF – IDF
♦ Frequency / Density Features
♦ Word Embedding’s
♦ Tasks of NLP
♦ Text Classification
♦ Text Matching
♦ Levenshtein Distance
♦ Phonetic Matching
♦ Flexible String Matching
Design Effective Reports
♦ Enhance report design
♦ Add report objects to enhance design
♦ Format data and report objects
♦ Add a background image to a report
♦ Add row numbers to a report
Customize Reports with Conditional Formatting
♦ Create multi-lingual reports
♦ Highlight exceptional data
♦ Show and hide data
♦ Conditionally render objects in reports
Analysis Studio
♦ Analysis Studio Fundamentals
♦ Nest Data in Crosstabs in Analysis Studio
♦ Create Analysis with Multiple filter
♦ Reusable analysis
♦ Build Advanced Crosstabs in Analysis Studio
♦ Focus with Filters in Analysis Studio
♦ Creating reports from cubes
♦ Drill down and drill up
Event Studio
♦ Introduction to Event Studio
♦ Create an agent
♦ Add tasks to an agent
♦ Run an agent through its lifecycle
♦ Schedule an agent
Business Insight
♦ Introdcution to Dashboards
♦ Create Dashboard
♦ Types of Filter-Value, Slider and advanced filter
♦ Overview of RSS Feed and web Page
♦ Content Pane
♦ Create Widgets
♦ Sort, Filter and Calculate data
♦ Hands on
Business Insight Advanced
♦ Overview of Business Intelligence Advance level
♦ Create Different types of Reports
♦ Reporting Styles and filters
♦ Create dashboard objects
♦ Summarize data and Create Calculations
♦ Dispatcher and Services
Dispatcher in detail
♦ All Services
♦ Properties of Services.

♦ Real-time Experts with Industry experience.

♦ We work on your demanding skills based on corporate expectation.

♦ 100% placement with Better Remuneration.

♦ Live project experience.

♦ Softskill development with Resume Modification.

1. Do you provide placement assistance?

Yes, we are one of the trusted institute helping our participants with genuine placement assistance in good companies. We will schedule more no. of interviews for the candidates & we will give our full support until he/she got placement in a good company.

2. Will I get on job support, If I get doubts in my projects?

Yes, our team will support you for any clarification you need in your projects.

3. Does your institute provide any weekend classes for professionals?

There are number of institutes which are providing more no. of courses but there is hardly any institute Except Yoloshy Technologies which is providing 100% professional training with flexible timings in weekdays, weekends and online also. Yoloshy Technologies is the only institute which provides weekend classes specially for working professionals. Many of professionals who don’t get time in weekdays but want to learn these courses they can opt the courses with Yoloshy Technologies as it provide professional training with individual approach and with 100% Job assurance.

Why Students Prefer YOLOSHY TECHNOLOGIES Deep Learning Course?

YOLOSHY TECHNOLOGIES At Chennai offers services Deep Learning for related programs. Yoloshy provide our immersive graduates with 100 percent Placement help, training, and opportunities that improve information and skills. Yoloshy offer you coaching based on current business standards. Building a strong portfolio with a highly built resume for Deep Learning. YOLOSHY TECHNOLOGIES academy the leading Mobile Development Training Institute in Chennai offers classroom sessions which are fully based on practical session. Yoloshy have created multiple batches with restricted students so the tutor will keep a watch on individual attention to each student. YOLOSHY TECHNOLOGIES sessions are more interactive and well-structured seeking the convenience of our students. Our experts of YOLOSHY TECHNOLOGIES are high-level graduates who work in top MNC’s. YOLOSHY TECHNOLOGIES Deep Learning trainers are dynamic and have good command in communication which helps to deliver the best methodologies in our Artificial Intelligence in Chennai. Investing in Deep Learning programming skills is still in demand. The language is useful for Deep Learning which is where several activities take place nowadays.