Best Data Science Training in Bangalore

We do offer Fast-Track Data Science Training in Bangalore and One-to-One Data Science Training in Bangalore. Here are the major topics we cover under this Data Science course Syllabus Basic Statistics, Linear Regression, Logistic Regression, Decision tree and Case Study for Decision tree, Unsupervised Classification Algorithms Time Series and Case Study for Time Series, K Nearest Neighbor’s Algorithm for Classification, Naïve Bayes Algorithm for Multi Class Prediction, Artificial Neural network with case study, Support vector machines with case study and Recommender Systems. Every topic will be covered in mostly practical way with examples.

Besant Technologies located in various places in Bangalore. We are the best Training Institute offers certification oriented Data Science Training in Bangalore. Our participants will be eligible to clear all type of interviews at end of our sessions. We are building a team of Data Science trainers and participants for their future help and assistance in subject. Our training will be focused on assisting in placements as well. We have separate HR team professionals who will take care of all your interview needs. Our Data Science Training in Bangalore Course Fees is very moderate compared to others. We are the only Data Science training institute who can share video reviews of all our students. We mentioned the course timings and start date as well in below.

Classroom Batch Training

One To One Training

Online Training

Customized Training

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Data Science Training Key Features

Besant Technologies offers Data Science Training in Bangalore in more than 4+ branches with expert trainers. Here are the key features,

30 Hours Course Duration

100% Job Oriented Training

Industry Expert Faculties

Free Demo Class Available

Completed 500+ Batches

Certification Guidance

Authorised Partners

BDreamz Global Solutions Private Limited (Owner of Besant Technologies® Brand) is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center.

Data Science Training Batch Schedule

Here are the Data Science Training Classes in 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 interest.

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

Data Science Training FAQ

Our Data Science Trainers
  • More than 10 Years of experience in Data Science® Technologies
  • Has worked on multiple realtime Data Science projects
  • Working in a top MNC company in Bangalore
  • Trained 2000+ Students so far
  • Strong Theoretical & Practical Knowledge
  • Certified Professionals
  • More than 2000+ students Trained
  • 92% percent Placement Record
  • 1000+ Interviews Organized
Regular Batch (Morning, Day time & Evening)
  • Seats Available : 8 (maximum)
Weekend Training Batch (Saturday, Sunday & Holidays)
  • Seats Available : 8 (maximum)
Fast Track Batch
  • Seats Available : 5 (maximum)

Data Science Training Reviews

Our Besant Technologies Bangalore Reviews are listed here. Reviews of our students who completed their training with us and left their reviews in public portals and our primary website of Besant Technologies & Video Reviews.

Besant Technologies BTM Layout Reviews
R
Rishi Sinha rated as 2 days ago

As per my experience in Besant I would like to say that they have very nice course curriculum designed as per market relevance and faculties are best in class...

V
Venki rated as 3 days ago

I wanted to build my career in IT. Hats-off to the trainers at the training centre. They provide complete assistance and always ready to guide...

K
Kunal Chowda rated as 5 days ago

The course covered an incredible amount of ground in an amazingly short time. But the transitions from topic to topic were seamless, as each topic builds upon the previous one...

Besant Technologies Marathahalli Reviews
J
Jawahar Kumar rated as 1 day ago

i would refer my friends for any academic courses under Besant Technologies training institute for a best one. Thank you every one for the genuine co-operation...

H
Harthik Aswin rated as 2 days ago

There is a very good guidance for individuals. My trainers Doubts can be clarified thereby. The infrastructure of the institute is also pretty good...

S
Soumik Banerjee rated as 4 days ago

Each and every point, topic covered systematically with correct flow. Regular batches conducted on time, no gaps, no leaves...

Besant Technologies Rajaji Nagar Reviews
N
Nandini Gowda rated as 1 day ago

I could get a clear picture about the course and trainer was clearing each and every doubts which i was getting. And Besant Technologies is a very good platform...

L
Lohith Kumar rated as 2 days ago

Its a good Training institute for both freshers and for experienced people. Creates a good leaning environment and Faculties are well expertise in their domain...

V
Veena Kg rated as 4 days ago

Faculty is highly knowledgeable, experienced and possess high exposure. He answered all queries with lot of patience. Course got completed on time as promised. One of the best faculty I have ever seen...

Besant Technologies Jayanagar Reviews
F
Fanoos Hussein rated as 1 day ago

Excellent coaching As well as good Placement support. I would strongly recommend you that this is one of the best training institute in Bangalore...

D
Desmond Correa rated as 3 days ago

Faculty is very friendly and will go above and beyond to help out. The trainer Ram is very knowledgeable and has good industry practice. Overall a great experience!..

R
Roopali Krishnappa rated as 6 days ago

It was a great learning experience and has an added advantage of flexible timings. The guides are very helpful and cooperative...

Besant Technologies Placements in Bangalore

Besant Technologies offers placement opportunities as add-on to every student / professional who completed our classroom or online training. Some of our students are working in these companies listed below.

Besant Technologies Official Branches in Bangalore

Besant Technologies branches in bangalore are listed here. And most popular locations where students / professionals are lining up to get trained with us.

Besant Technologies BTM Layout

No. 2, Ground Floor,
29th Main Road, Kuvempu Nagar,
BTM Layout 2nd Stage,
Bangalore - 560 076
Landmark : Next to OI Play School
+91-762 494 1772 / 762 494 1774

Besant Technologies Marathahalli

No. 43/2, 2nd Floor, VMR Arcade,
Varthur Main Road, Silver Springs Layout,
Munnekollal, Marathahalli,
Bangalore - 560037
Landmark: Near Kundalahalli Gate Signal
+91-910 812 6341 / 910 812 6342

Besant Technologies Rajaji Nagar

No. 309/43, JRS Ecstasy, First Floor,
59th Cross, 3rd Block, Bashyam Circle,
Rajaji Nagar,
Bangalore - 560 010
Landmark: Near Bashyam Circle
+91 - 734 916 0004

Besant Technologies Jayanagar

No. 1575, 4th T-Block, 2nd Floor,
11th Main Road, Pattabhirama Nagar,
Jayanagar,
Bangalore - 560041
Landmark: Opposite to Shanthi Nursing Home
+91 - 733 783 7626

Data Science Training Locations in Bangalore

Besant Technologies branches in bangalore are listed above. And most popular locations where students / professionals are lining up to get trained with us.

  • Data Science Training in BTM Layout
  • Data Science Training in Marathahalli
  • Data Science Training in Jayanagar
  • Data Science Training in Rajaji Nagar
  • Data Science Training in Indira Nagar
  • Data Science Training in Malleswaram
  • Data Science Training in Koramangala
  • Data Science Training in Hebbal
  • Data Science Training in Banashankari
  • Data Science Training in Ulsoor
  • Data Science Training in Basavanagudi
  • Data Science Training in Whitefield
  • Data Science Training in KR Puram
  • Data Science Training in Kalyan Nagar
  • Data Science Training in HRBR Layout
  • Data Science Training in HSR Layout