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Data Science Training in Marathahalli

Data science Training in Marathahalli Bangalore

Besant Technologies provide Best Data science Training in Marathahalli Bangalore. Learn Data science Training in Marathahalli Bangalore from Data science Expert. Education teaches you but training along with education gives you knowledge and how to apply it in real world scenarios. When you have realized the need of getting Data science training, then you definitely look for an institution at par with your expectations. If you are looking for Data science Training in Marathahalli Bangalore, that meets yours 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.

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 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 getting them onboard to their first job.

Why Data science Training in Bangalore Marathahalli at Besant technologies?

We minimize the number of students in each batch to get a grasp of every student and concentrate on his/her strong and weak points, so that not a single student is left behind. We have weekdays and weekend batches as well. Different time slots are available as per students needs. We charge very fair and less fee as compared to other institutes outside there in the market. We believe in quality training at less cost and at your convenience.

These days Data science is finding its place Analytics, Excel and other related professions and fields along with other emerging technologies and tools like Big Data,Python, IOT, AWS, Devops among others

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

Besant Technologies – Chennai & Bangalore Branch Locations

Besant Technologies - Velachery Branch
Plot No. 119, No.8, 11th Main road, Vijaya nagar,
Velachery, Chennai - 600 042
Tamil Nadu, India
Landmark - Reliance Digital Opposite Street
+91-996 252 8293 / 996 252 8294

Besant Technologies - Tambaram Branch
No.2A, 1st Floor, Duraisami Reddy Street,
West Tambaram, Chennai - 600 045
Tamil Nadu, India
Landmark - Near By Passport Seva
+91-996 250 4283

Besant Technologies - OMR Branch
No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam, Chennai - 600 097
Tamil Nadu, India
Landmark - Behind Okkiyampet Bus Stop,
+91-887 038 4333

Besant Technologies - Porur Branch
No. 180/84, 1st Floor, Karnataka Bank Building
Trunk Road, Porur,
Chennai - 600 116
Tamilnadu, India
Land Mark: Opposite to Gopalakrishna Theatre
+91-996 252 8294

Besant Technologies - Anna Nagar Branch
Plot No:1371, 28th street kambar colony,
I Block, Anna Nagar ,
Chennai - 600 040
Tamil Nadu, India
Landmark - Behind Reliance Fresh
+91-984 025 8377

Besant Technologies - T.Nagar Branch
Old No:146/2- New No: 48,
Habibullah Road,T.Nagar,
Chennai - 600 017
Tamil Nadu, India
Landmark - Opposite to SGS Sabha
+91-734 914 0003

Besant Technologies - Thiruvanmiyur Branch
22/67, 1st Floor,
North mada street, Kamaraj Nagar
Thiruvanmiyur, Chennai 600041
Tamil Nadu, India
Landmark - Above Thiruvanmiyur ICICI Bank
+91-887 038 4333

Besant Technologies - Siruseri Branch
No. 4/76, Ambedkar Street,
OMR Road, Egatoor, Navallur,
Siruseri, Chennai 600130
Tamil Nadu, India
Landmark - Near Navallur Toll Gate, Next to Yamaha Showroom
+91-7338810550

Besant Technologies - Maraimalai Nagar Branch
No.37, 1st Floor,
Thiruvalluvar Salai,
Maraimalai Nagar,Chennai 603209
Tamil Nadu, India
Landmark - Near to Maraimalai Nagar Arch
+91-979 123 7373

Besant Technologies - BTM Layout Branch
No 2, Ground floor,
29th Main Road, Kuvempu Nagar,BTM Layout 2nd Coming from Silkboard, take left at AXA company signal,
Stage, Bangalore - 560 076
Karnataka, India
Landmark - Next to OI Play School
+91-762 494 1772 / 74

Besant Technologies - Marathahalli Branch
No. 43/2, 2nd Floor, VMR Arcade,
Varthur Main Road, Silver Springs Layout,
Munnekollal, Marathahalli, Bengaluru - 560037
Karnataka, India
Landmark - Near Kundalahalli Gate Signal
+91-910 812 6341 / 910 812 6342

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

Besant Technologies - Jaya Nagar Branch
No. 2nd Floor,1575,11th Main Road,
4th T-Block, Pattabhirama Nagar, Jaya Nagar,
Bangalore-560041
karnataka, India
Land Mark: Opposite to Shanthi Nursing Home
+91-733 783 7626

Besant Technologies - Kalyan Nagar Branch
No.513, 4th Cross Rd
2nd Block, HRBR Layout, Kalyan Nagar,
Bangalore-560043
karnataka, India
Land Mark: Opposite to kalayan nagar Axis Bank
+91-979 144 0888

Besant Technologies - Electronic City Branch
No. 7, 3rd Floor, Ganga Enclave,
Neeladri Road, Karuna Nagar, Doddathoguru Village,
Electronics City Phase 1, Electronic City,
Bangalore - 560100, karnataka, India
Land Mark: Adjacent to HDFC Bank and State Bank Of India
+91-782 392 2182

Besant Technologies - Indira Nagar Branch
No.54, 1st Floor,
5th Main kodihalli,
Bengaluru, Karnataka 560008, India
Landmark: Behind Leela Palace Hotel,
+91-782 392 2182

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