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The world of IT is booming today, and every company is employing experts for upgrading software applications, artificial intelligence systems, and cloud computing. Out of 100’s of IT courses the Data science course is an extremely popular field because of its wide application. The demand for skilled data scientists continues to be sky-high as it is necessary to implement technology in every field.  

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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.

  • 25-10-2021 Mon (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per SessionGet Fees
  • 21-10-2021 Thu (Mon - Fri)Weekdays Batch 08:00 AM (IST)(Class 1Hr - 1:30Hrs) / Per SessionGet Fees
  • 23-10-2021Sat (Sat - Sun)Weekend Batch11:00 AM (IST) (Class 3Hrs) / Per SessionGet Fees
Data Science Training in HSR Layout

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Data Science Training in HSR Layout

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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

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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.

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Trainer Profile of Data Science Training in HSR Layout Bangalore

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

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.

Corporate Training

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Data Science Training in HSR Layout

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.

Data Science Training in HSR Layout

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.

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Data Science Training in HSR Layout

Key Features of Data Science Training in HSR Layout Bangalore

Skill Level

Beginner

Duration

30 Hours

KeyFeatures

Total Learners

2365 Learners

Assignments

15 Hours

Group Discount

If you have Three or more people in your training we will be delighted to offer you a group discount.

Data Science Training in HSR Layout

Additional Info of Data Science Training in HSR Layout Bangalore

Why should you opt for Besant Technologies?

Besant technologies are one of the most reputed and highly rated institutes for data science training. It provides the most reliable study material, highly expert faculty, and latest infrastructure facilities, with a perfect blend of theory and practise to impart skills and knowledge to the trainees. It also promises 100% placement assistance to all IT aspirants.

What is Data Science Course?

The data science course is an integrated approach to learning the technologies such as Data science, R, SAS, Python, Excel and Hadoop training. The data science course prepares you to understand the business problem, design the analysis and apply the algorithms and techniques along with the correct tools.

Data science training is the most popular and in- demand skills in the world of IT. It is used in business and academic applications widely.

Highlights of our course training

  • Complete exposure to industrial training through a practical approach to learning with real time live projects
  • Highly advanced data lab facilities
  • Well affordable data science integrated course

 

Training Courses Reviews

I would like to highlight a few points about my association with Besant Technologies. The faculty members out here are super supportive. They make you understand a concept till they are convinced you have gotten a good grip over it. The second upside is definitely the amount of friendliness in their approach. I and my fellow mates always felt welcome whenever we had doubts. Thirdly, Besant offers extra support to students with a weaker understanding of the field of IT.

s

Siva Kumar

When I joined Besant Technologies, I didn’t really expect a lot from it, to be extremely honest. But as time went by, I realised I got from Besant Technologies exactly what I wanted- a healthy environment for learning. Cordial teachers and their valuable lectures make understanding things so much easy. I thank Besant for having been so supportive throughout the course.

D

Daniel

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Frequently Asked Questions

Call now: +91-8099 770 770 and know the exciting offers available for you!

Besant Technologies offers 250+ IT training courses in more than 20+ branches all over India with 10+ years of Experienced Expert level Trainers.

  • Fully hands-on training
  • 30+ hours course duration
  • Industry expert faculties
  • Completed 1500+ batches
  • 100% job oriented training
  • Certification guidance
  • Own course materials
  • Resume editing
  • Interview preparation
  • Affordable fees structure

Besant Technologies is the Legend in offering placement to the students. Please visit our Placed Students List on our website.

  • More than 2000+ students placed in last year.
  • We have a dedicated placement portal which caters to the needs of the students during placements.
  • Besant Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
  • 92% percent placement record
  • 1000+ interviews organized

  • Our trainers are more than 10+ years of experience in course relavent technologies.
  • Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
  • Trainers have experienced on multiple real-time projects in their industries.
  • Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
  • Trained more than 2000+ students in a year.
  • Strong theoretical & practical knowledge.
  • Are certified professionals with high grade.
  • Are well connected with hiring HRs in multinational companies.

No worries. Besant technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.

Besant Technologies provides many suitable modes of training to the students like

  • Classroom training
  • One to One training
  • Fast track training
  • Live Instructor LED Online training
  • Customized training

You will receive Besant Technologies globally recognized course completion certification.

Yes, Besant Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.

We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc.

Please Contact our course advisor+91-8099 770 770. Or you can share your queries through info@besanttechnologies.com

Besant Technologies Data Science Training in HSR Layout View 9 Locations Nearby

Velachery

No.8, 11th Main road, Vijaya nagar,
Velachery, Chennai – 600 042
Tamil Nadu, India.

Landmark: Reliance Digital Showroom Opposite Street
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Tambaram

1st Floor, No.2A Duraisami Reddy Street,
West Tambaram, Chennai – 600 045
Tamil Nadu,India.

Landmark:Near By Passport Seva
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OMR

No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam, Chennai – 600 097
Tamil Nadu, India.

Landmark:Behind Okkiyampet Bus Stop
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Porur

No. 180/84, 1st Floor, Karnataka Bank Building,
Trunk Road, Porur, Chennai – 600 116
Tamil Nadu, India

Landmark: Oppsite to Gopalakrishna Theatre
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Anna Nagar

No:1371, 28th street kambar colony,
I Block, Anna Nagar, Chennai – 600 040
Tamil Nadu, India

Landmark: Behind Reliance Fresh
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T.Nagar

Old No:146/2- New No: 48, Habibullah Road,
T.Nagar, Chennai – 600 017
Tamil Nadu, India

Landmark:Opposite to SGS Shaba
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Thiruvanmiyur

22/67, 1st Floor, North Mada street,
Near Valmiki Street, Thiruvanmiyur,
Chennai 600 041 Tamil Nadu, India

Landmark: Above Thiruvanmiyur ICICI Bank
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Maraimalai Nagar

No.37, 1st Floor, Thiruvalluvar Salai,
Maraimalai Nagar, Chennai 603 209,
Tamil Nadu, India

Landmark: Near to Maraimalai Nagar Arch
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Siruseri

No. 4/76, Ambedkar Street, OMR Road,
Egatoor, Navallur, Siruseri, Chennai 600 130
Tamil Nadu, India

Landmark:Near Navallur Toll Gate
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