Data Science Training in HSR Layout

Best Data Science Training in HSR Layout Bangalore

Get enrolled for the most demanding skill in the world. Data Science Training in Bangalore will make your career a new height. We at Besant technologies provide you an excellent platform to learn and explore the subject from industry experts. We help students to dream high and achieve it.

To master the concepts of data science enroll yourself into the leading institute of HRS layout in the southern eastern suburb of Bangalore. It is one of the most reputed institutes providing specialized IT training in HSR.

Data Science Course Training in HSR Layout Bangalore

The Hosar Sajapur Road ( HSR)  layout is a relatively new suburb in the southeastern part of Bangalore. It is in its developing stage and hence, there are not much opportunities for IT training in east Bangalore. Instead of having to travel long distances, Besant Technologies located at HSR layout makes it easier for all those IT aspirants to pursue their dreams and join one of the leading institutes of Bangalore at HSR.

Besant Technologies offers an integrative approach to data science course training. We offer a detailed course with a perfect blend of theoretical and practical sessions to impart the data science course.

The faculty consists of experts from the industry itself, and they design the curriculum according to the needs of the industry. The courses consist of real-time projects which are worked under the mentorship of industry experts to enhance the skills of the trainees. The data science course is practically oriented to replicate the scenarios of the real world. Our courses cover the beginning to end a cycle of data science application including python, excel application, Hadoop training, R, and SAS training.

We promise our aspirants an aspiring career in the IT world as a data scientist. Data science has become a buzz around the world in almost all sectors like business, education, industrial, medical, scientific etc. We are the most renowned training institutes at HSR layout to offer the in-demand course to the IT aspirants and delivers a certification which will surely help them pursue a promising and lucrative career.

Upcoming Batch Schedule for Data Science Training in Bangalore

Besant Technologies provides flexible timings to all our students. Here are the Data Science Training in HSR Layout Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

• 16-12-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 12-12-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 14-12-2024 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Data Science Training Syllabus

Module 1: Basic Statistics [4 Hours]

• Random Variables and their Probability Distributions.
• Standardized Values.
• Standardized Random Variables.
• The Normal Distribution.
• The Distribution of the Sample Mean.
• Statistical Inference: Estimation.
• Statistical Inference: Decision Making.
• Decision Making: Hypothesis Testing.

Module 2: Linear Regression [6 Hours]

• Meaning
• Relationship with Correlation
• Assumptions of Linear Regression
• Working with categorical and continuous predictors
• Interaction effects
• Interpretation
• Case Study

Module 3: Logistic Regression [10 Hours]

• Why Logistic Regression?
• Logistic Function description
• The logistic Model [ Log Link ]
• Multinomial Logistic Model
• Interpretation of the parametric coefficients
• Case Study
• ROC curve and Gains chart

Module 4: Decision tree and Case Study for Decision tree [ 6 Hours]

• Need for Non-Parametric approach
• Why decision Tree
• Node Classification
• Entropy
• Where to use Decision Tree
• Case Study

Module 5: Unsupervised Classification Algorithms [6 Hours]

• Understanding the working of Kmeans Algorithm
• Cluster Size Optimization vs Definition Optimization,
• Hierarchical and non-hierarchical
• K- medoid and Fuzzy K means
• Case study for clustering

Module 6: Time Series and Case Study for Time Series [ 10 Hours]

• Definition of Time Series
• Time Series Decomposition
• Simple Moving Average Method
• Weighted Moving Average Method
• Single Exponential Smoothing Method
• Double Exponential Smoothing Method
• Triple Exponential Smoothing Method
• AR Models
• MA Models
• ARMA Models
• ARIMA Models
• sARIMA Models
• Case Study
• Using RMSE and MAPE for Model Performance

Module 7: K Nearest Neighbor’s Algorithm for Classification [ 4 hours]

• Lazy Learning techniques
• Distance Matrix
• The Optimum K value
• Data Transformations
• Model Building on Training Data Set
• Model Validation on Testing Data Set
• Evaluation of Model
• Advantages & Disadvantages of KNN Models

Module 8: Naïve Bayes Algorithm for Multi-Class Prediction [ 6 hours]

• Bayesian Theorem
• Probabilities – The Prior and Posterior Probabilities
• Conditional and Joint Probabilities Notion
• Traditional Approach – Extract Important Features
• Naive Approach – Independence of Features Assumption
• Advantages & Disadvantages of Naïve Bayes Models
• Case Study

Module 9: Artificial Neural network with case study [10 Hours]

• Understanding Neural Networks
• The mammalian mimic
• The Activation Function
• The Structure of Network
• Back Propagation, Multi-Layer Perceptron, Feed Forward
• The ANN Model
• Case Study
• Training the Model, Testing and Validation

Module 10: Support vector machines with case study [6 Hours]

• Understanding SVM
• Concepts of Linearly separable vs non-separable data
• Hyper Parameters
• Cost and Gamma Functions
• Case study
• Tuning the Model

Module 11: Recommender Systems [6 Hours]

• Usage of Recommender system
• Collaborative and Singular Recommender Systems
• Association Rule mining
• Cosine Similarity
• Case Study

Trainer Profile of Data Science Training in HSR Layout Bangalore

Our faculty consists of industry experts who have deep knowledge and vast experience in their fields. They believe in quality learning and practically oriented lessons. They have great communication skills as well as mesmerising personality.

Data Science Exams & Certification

Besant Technologies Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at Besant Technologies is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

Besant Technologies offers certifications which adds a value to the professional credentials of the trainees and the certification are globally accepted by all leading IT firms.

Our institute offers 100% placement services to our trainees. During the course the trainees are given soft skill and aptitude training workshops, along with mock interviews to prepare them to crack the interview proves at ant IT firm.

Our faculty not only imparts theoretical knowledge but the intense practical training enhances the skills of the trainees so well that they are well prepared to flourish in the industry. We have a record of placing more than 2000+ students successfully in leading IT firms as data scientists.

Key Features of Data Science Training in HSR Layout Bangalore

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