Data Science Training in Marathahalli

Best Data Science Training in Marathahalli Bangalore

There are a bunch of institutes outside there for Data Science Training in Marathahalli area, but choosing the best is a difficult decision to make. We can help you out for making this decision much easier. We are the best institute for Data Science Training in Marathahalli Bangalore having a team of Experienced Trainers. Our course contents are constantly upgraded and aligned with the changing industry needs, so as to equip our students with the latest evolving tools and technologies, which in turn increases their job readiness matching the industry requirements. Continuous post-training placement assistance is provided to students to help to get them onboard to their first job.

If you are looking for Data Science Training in Marathahalli Bangalore, that meets your expectations and works beyond even that, then Besant Technologies is one stop shop for all your Data science Training in Marathahalli Bangalore needs like Online Training, Corporate Training, and Classroom Data Science Training in Marathahalli Bangalore. Our Data science Unique Syllabus designed by Data science Expert. Where you can see yourself transforming from just a novice learner to an experienced individual as well as a value creator.

Get Best Data Science Training in Marathahalli with free Course Materials, Backup Classes, 60hrs Hands-on Training, Real-time Faculty, Live Project and 24/7 lab facility.

Upcoming Batch Schedule for Data Science Training in Marathahalli Bangalore

Besant Technologies provides flexible timings to all our students. Here are the Data Science Training Classes in Marathahalli Bangalore 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.

• 25-11-2024 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 21-11-2024 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per Session Get Fees
• 23-11-2024 Sat (Sat - Sun)Weekend Batch 11:00 AM (IST) (Class 3Hrs) / Per Session Get Fees

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Syllabus of Data Science Training in Marathahalli

Module 1: Basic Statistics [4 Hours]

• Random Variables and their Probability Distributions.
• Standardized Values.
• Standardized Random Variables.
• 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 Marathahalli

Our Trainers provide complete freedom to the students, to explore the subject and learn based on real-time examples. Our trainers help the candidates in completing their projects and even prepare them for interview questions and answers. Candidates are free to ask any questions at any time.

• More than 7+ Years of Experience.
• Trained more than 2000+ students in a year.
• Strong Theoretical & Practical Knowledge.
• Certified Professionals with High Grade.
• Well connected with Hiring HRs in multinational companies.
• Expert level Subject Knowledge and fully up-to-date on real-world industry applications.
• Trainers have Experienced on multiple real-time projects in their Industries.
• Our Trainers are working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies etc

Data Science Exams & Certification in Marathahalli

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.

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