Wednesday, October 28, 2020

Data Science Training in Marathahalli

Data Science Training-SDLC Training
Data Science

4.5 out of 5
based on 1049 ratings.

Data Science Training in Marathahalli, Bengalore

Data Science:

Data science it is a software here distributing and processing the large set of data into the cluster of computers. This Course is designed to Master yourself in the Data Science Techniques and Upgrade your skill set to the next level to sustain your career in ever changing the software Industry.This Course covers from the basics of Data Science to Big Data Hadoop, Python, Apache Spark etc.

SDLC Training is the best Data Science Training Institutes in Marathahalli/Bangalore, Why?

SDLC Training provides the best Data Science Training in Marathahalli, Bangalore. Trainers are the most experienced professionals. The trainer will cover the basic to advanced concepts with practical sessions of Data Science. By this, the trainees will receive up-to-date training in multiple areas in Data Science and trainees can understand the real-time projects. Data Science Training in Bangalore at SDLC is planned to give the Data Science Training to Trainees the skills & knowledge to gain a competitive advantage in starting/enhancing a career in Data Science industry.

Real-time and 100% placement oriented Data Science training:

SDLC Training Institute is offering the real-time and job oriented Data Science training. This will helpful for both experienced and fresher people in Data Science. For freshers, we are providing the mock interviews and placement assistance. Experienced people can grasp the knowledge of the Data Science.

Data Science Training Classes in Marathahalli:

SDLC Training Institute is providing the Data Science classroom training and Data Science corporate training. Data Science Training is available at flexible timings on the weekdays and weekends. We are maintaining the limited bath size. So we can concentrate on each and every student. SDLC offering the free demo classes.

Contact Us



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Demo Class : Free Demo Session, Flexible TimingsFree Class : Attend 3 Free Classes to check training Quality
Regular : 2 Hours per dayFast Track : 2 – 3 Hours per day: 10 days
Weekdays : AvailableWeekend : Available
Online Training : AvailableClass Room Training : Available
Course Fee : Talk to our Customer SupportDuration : 60 Hours

Datascience Curriculum

Python :

Goal – Get an overview of the python which is required to work on data science

Objectives – At the end of this Module, you should be able understand the following topics

  • Lists
  • Tuples
  • Dictionaries
  • Sets
  • Importing packages
  • If else
  • Loops
  • Comprehensions
  • Functions
  • Map
  • Filter
  • Reduce
  • Numpy
  • Pandas
  • Merging,querying,aggregating
  • Assignments for practice

R :

Goal – Get an overview of the R which is required to work on data science

Objectives – At the end of this Module, you should be able understand the following topics

  • Introduction
  • Basic operations in R
  • Vectors
  • Factors
  • Matrices
  • Data frames
  • Lists
  • Logical and Relational operators
  • Conditional Statements
  • Loops
  • Functions
  • Apply Family

Introduction

  • Applications of Machine Learning
  • Why Machine Learning is the Future
  • Installing R and R Studio (MAC & Windows)
  • Installing Python and Anaconda (MAC & Windows)

 ————————– Part  Data Preprocessing ————————–

  • Welcome to Part  – Data Preprocessing
  • Get the dataset
  • Importing the Libraries
  • Importing the Dataset
  • For Python learners, summary of Object-oriented programming classes & objects
  • Missing Data
  • Categorical Data
  • Splitting the Dataset into the Training set and Test set
  • Feature Scaling
  • And here is our Data Preprocessing Template!
  • Quiz  Data Preprocessing

—————————— Part  Regression ——————————

  • Welcome to Part  – Regression

 Simple Linear Regression

  • How to get the dataset
  • Dataset + Business Problem Description
  • Simple Linear Regression Intuition –   
  • Simple Linear Regression in Python –  
  • Simple Linear Regression in R –  
  • Quiz  Simple Linear Regression

Multiple Linear Regression

  • How to get the dataset
  • Dataset + Business Problem Description
  • Multiple Linear Regression Intuition –   
  • Multiple Linear Regression in Python –   
  • Multiple Linear Regression in Python – Backward Elimination – Preparation
  • Multiple Linear Regression in Python – Backward Elimination –  !
  • Multiple Linear Regression in Python – Backward Elimination –  Solution
  • Multiple Linear Regression in R –   
  • Multiple Linear Regression in R – Backward Elimination –  !
  • Multiple Linear Regression in R – Backward Elimination –  Solution
  • Quiz  Multiple Linear Regression

Polynomial Regression

  • Polynomial Regression Intuition
  • How to get the dataset
  • Polynomial Regression in Python –  
  • Python Regression Template
  • Polynomial Regression in R –   
  • R Regression Template

Support Vector Regression (SVR)

  • How to get the dataset
  • SVR in Python
  • SVR in R

Decision Tree Regression

  • Decision Tree Regression Intuition
  • How to get the dataset
  • Decision Tree Regression in Python
  • Decision Tree Regression in R

 Random Forest Regression

  • Random Forest Regression Intuition
  • How to get the dataset
  • Random Forest Regression in Python
  • Random Forest Regression in R

 Evaluating Regression Models Performance

  • R-Squared Intuition
  • Adjusted R-Squared Intuition
  • Evaluating Regression Models Performance – ‘s Final Part
  • Interpreting Linear Regression Coefficients
  • Conclusion of Part  – Regression

 —————————- Part  Classification —————————-

  • Welcome to Part  – Classification

 Logistic Regression

  • Logistic Regression Intuition
  • How to get the dataset
  • Logistic Regression in Python –  
  • Python Classification Template
  • Logistic Regression in R –   
  • R Classification Template
  • Quiz  Logistic Regression

 K-Nearest Neighbors (K-NN)

  • K-Nearest Neighbor Intuition
  • How to get the dataset
  • K-NN in Python
  • K-NN in R
  • Quiz  K-Nearest Neighbor

 Support Vector Machine (SVM)

  • SVM Intuition
  • How to get the dataset
  • SVM in Python
  • SVM in R
    • SVMzip

Kernel SVM

  • Kernel SVM Intuition
  • Mapping to a higher dimension
  • The Kernel Trick
  • Types of Kernel Functions
  • How to get the dataset
  • Kernel SVM in Python
  • Kernel SVM in R

Naive Bayes

  • Bayes Theorem
  • Naive Bayes Intuition
  • Naive Bayes Intuition (Challenge Reveal)
  • Naive Bayes Intuition (Extras)
  • How to get the dataset
  • Naive Bayes in Python
  • Naive Bayes in R

 Decision Tree Classification

  • Decision Tree Classification Intuition
  • How to get the dataset
  • Decision Tree Classification in Python
  • Decision Tree Classification in R

 Random Forest Classification

  • Random Forest Classification Intuition
  • How to get the dataset
  • Random Forest Classification in Python
  • Random Forest Classification in R

 Evaluating Classification Models Performance

  • False Positives & False Negatives
  • Confusion Matrix
  • Accuracy Paradox
  • CAP Curve
  • CAP Curve Analysis
  • Conclusion of Part  – Classification

 —————————- Part  Clustering —————————-

  • Welcome to Part  – Clustering

 K-Means Clustering

  • K-Means Clustering Intuition
  • K-Means Random Initialization Trap
  • K-Means Selecting The Number Of Clusters
  • How to get the dataset
  • K-Means Clustering in Python
  • K-Means Clustering in R
  • Quiz  K-Means Clustering

Hierarchical Clustering

  • Hierarchical Clustering Intuition
  • Hierarchical Clustering How Dendrograms Work
  • Hierarchical Clustering Using Dendrograms
  • How to get the dataset
  • HC in Python –   
  • HC in R –   
  • Quiz  Hierarchical Clustering
  • Conclusion of Part  – Clustering

 ———————- Part  Association Rule Learning ———————-

  • Welcome to Part  – Association Rule Learning

 Apriori

  • Apriori Intuition
  • How to get the dataset
  • Apriori in R –   
  • Apriori in Python –  

Eclat

  • Eclat Intuition
  • How to get the dataset
  • Eclat in R
    • Eclatzip

 ———————— Part  Reinforcement Learning ————————

  • Welcome to Part  – Reinforcement Learning

Upper Confidence Bound (UCB)

  • The Multi-Armed Bandit Problem
  • Upper Confidence Bound (UCB) Intuition
  • How to get the dataset
  • Upper Confidence Bound in Python –   
  • Upper Confidence Bound in R –  

Thompson Sampling

  • Thompson Sampling Intuition
  • Algorithm Comparison UCB vs Thompson Sampling
  • How to get the dataset
  • Thompson Sampling in Python –  
  • Thompson Sampling in Python –  
  • Thompson Sampling in R –  
  • Thompson Sampling in R –  

 ——————— Part  Natural Language Processing ———————

  • Welcome to Part  – Natural Language Processing
  • How to get the dataset
  • Natural Language Processing in Python –   
  • Challenge
  • Natural Language Processing in R –  
  • Natural Language Processing in R –  
  • Challenge

 —————————- Part  Deep Learning —————————-

  • Welcome to Part  – Deep Learning
  • What is Deep Learning?

 Artificial Neural Networks

  • Plan of attack
  • The Neuron
  • The Activation Function
  • How do Neural Networks work?
  • How do Neural Networks learn?
  • Gradient Descent
  • Stochastic Gradient Descent
  • Backpropagation
  • How to get the dataset
  • Business Problem Description
  • ANN in Python –   – Installing Theano, Tensorflow and Keras
  • ANN in R –   
  • ANN in R –   (Last )

 Convolutional Neural Networks

  • Plan of attack
  • What are convolutional neural networks?
  •  – Convolution Operation
  • (b) – ReLU Layer
  •  – Pooling
  •  – Flattening
  •  – Full Connection
  • Summary
  • Softmax & Cross-Entropy
  • How to get the dataset
  • CNN in Python –  
  • CNN in R

 ———————– Part  Dimensionality Reduction ———————–

  • Welcome to Part  – Dimensionality Reduction

 Principal Component Analysis (PCA)

  • How to get the dataset
  • PCA in Python –   
  • PCA in R –  

Linear Discriminant Analysis (LDA)

  • How to get the dataset
  • LDA in Python
  • LDA in R

 Kernel PCA

  • How to get the dataset
  • Kernel PCA in Python
  • Kernel PCA in R

 ——————— Part  Model Selection & Boosting ———————

  • Welcome to Part  – Model Selection & Boosting

Model Selection

  • How to get the dataset
  • k-Fold Cross Validation in Python
  • k-Fold Cross Validation in R
  • Grid Search in Python –   
  • Grid Search in R

XGBoost

  • How to get the dataset
  • XGBoost in Python –   
  • XGBoost in R
What is the batch size for Data Science?

SDLC training providing the limited batch size for Data Science, so we can provide quality teaching. If you want to get trained individually, we are also providing.

How will you people help for the Data Science Job?

SDLC training providing the 100% Data Science job assistance and mock interviews.

How will you people help in the Data Science projects?

SDLC training is providing the Data Science training with live projects and real-time practice.

How will you people provide the Data Science doubt clarification?

SDLC training providing the 24/7 interact access with faculties and after course also engagement between the faculties and students.

What are the Data Science extra services?

SDLC training providing the back up classes, soft skill training, interview skills workshop and resume preparation assistance.

How will you people help to enhance the students Data Science knowledge?

SDLC training providing the topics wise ppts, case studies, assignments and doubt solving.

Google Reviews

  • review rating 5  good trainers, good enviroment to study. i have completed AWS, the trainer is friendly and teaches things in the simplest way so that any one can understand easily. also they provide jobs after completion of the course. so, go for this institute .

    thumb Rajesh kumar Biswal

    review rating 4  Really helpful tutors and best training institute for beginners from different field, to start the career in AWS Trainning .Including theory and practical classes ,helped to develop indepth knowledge in front end and Cloud architecture.Manav sir always help us for clearing doubt any time and by giving various example and videos.I learnt many things during these period.DEMO Classes available for various domain which is also very intresting.

    thumb sagar nayak

    review rating 5  very good trainer available for sap fico at SDLC Real-time Trainer with Good price for online

    thumb sunita das

    review rating 4  Very good training institute for beginner as well as professional and give very strong platform both career wise and knowledge wise.

    thumb Kumar Pankaj

    review rating 5  I enjoyed the course and I feel satisfied talking the course .The procedure was perfectly organised .The tutor was extremely kind of supportive .The trainer were also helpful & friendly..

    thumb Santosh Sahoo
  • review rating 5  The quality is good and environment is friendly. The timings are manipulative as per ones convenience that is a plus point. Faculty here is also good.Good communication between student and Faculty. I can ask whatever question I have regarding the subject I’m getting trained for at any working hour directly to the faculty.

    thumb Shaah Rukh Mansoori

    review rating 5  my personal experience is very good with with tutors and support staffs, they are very helpful throughout the the learning and other aspects. Growth of every student is there motive, thnak you SIR and Santosh Sir

    thumb Ashish Raj

    review rating 4  We gain plenty of knowledge from each class, friendly environment , Serenity. Also want to add Nikhil Sir who is taking class for Java and Selenium truely knowledgeable person. He clears all concept in easy way.

    thumb preeti das

    review rating 5  SDLC is best training institute for JAVA SELENIUM, Nikhil sir is very good in teaching and his teaching style makes us understand well and thoroughly. He is very good knowledgeable person. I am very happy with this institute and faculty.

    thumb tanaya mohanty

    review rating 5  Really Good Center…they teach From The Basics…Nikhil Sir is A Well experienced person and The way of teaching is very good. NIKHIL sir Will clarify the doubts at any Time

    thumb Vetrivel R
  • review rating 4  I had enrolled for a course in DOT NET with SDLC Training for about 4 weeks. Overall, it’s been a positive and a good experience. I have learned many topics till now. Ganesh N is the very good trainer for the DOT NET course .

    thumb janmejay paarth

    review rating 4  hai .., every one I have done dot net training from SDLC Training Marathahalli. The Ganesh n trainers are really good and helped in clearing all my doubts. They focuses more on practicals than programming which I liked very much and tell one thing for our training center improve for most of time class room not available…

    thumb vigneshwaran prakasham

    review rating 5  I have undergone Certified Talent Acquisition Specialist program at SDLC Training. I have completely understand all the concepts of Talent Acquisition. We had 40+ assignments and were given 100+ Reference Materials besides 60+ templates. All these and the Training sessions have helped me to become an expert within one month. I strongly recommend anyone who wants to pursue HR as a career must go for this.

    thumb Pavitha Kpeter

    review rating 5  I joined SAP fico at SDLC training .People can learn easily cause trainer who is name as Santhosh has good knowledge and atmosphere. For fresher good opportunity to start their carrier.

    thumb Indu cv

    review rating 5  Best place to learn. I have enrolled for Java Selenium.The trainer is well qualified, explains every concept with examples I’m happy with the training.Value for money.

    thumb Akhila Jinto
  • review rating 5  Very good Institute of Oracle apps Hrms…The trainer was clear and professional and helped me understand the concepts very well. I would recommend training for any one looking

    thumb reddy bh

    review rating 5  Hi i came to know about SDLC training center here training is awesome…. You should visit once if you want to do some online course.

    thumb Debiprasad Panda

    review rating 5  I joined here to learn Java and selenium. Nikhil sir is coaching us and he makes sure that basics are clear and then only he takes us to next topic. Good place to learn.

    thumb SACHIN KUMAR

    review rating 5  I have undergone HR Business Partner program at SDLC. Raghav Sir has taught all aspects of HRBP which has helped me to understand and apply all concepts of Business HR. I have been given Case Studies and Assignments which have helped immensely to understand and apply my knowledge in the real time scenarios.

    thumb nagini r

    review rating 4  Good institute to learn and upgrade your skills..I have taken nikhil sir classes for Java selenium.. His teaching way is fabulous. We can get good path to upgrading ourself

    thumb Komal Priyadarshini
  • review rating 5  I am taking training in Core java by Nikil sir , topics explaining is very good ,make u easily understand and gives good notes for us to refer back

    thumb vamshi krishna

    review rating 5  This institute focus only hand on projects and assignments helps in getting a job. Just lecturing is not followed as it’s not good for the candidates who have only bookish knowledge.

    thumb raghav rao

    review rating 5  Very good Institute of learning angular JS. The trainer was clear and professional and helped me understand the concepts very well. I would recommend training for any one looking for angular JS training. 👍👍👍👍👍

    thumb Baikuntha Pegu

    review rating 5  Very good institute . Faculties are Highly qualified Real-time and it’s worth keeping to take admission to learn the programming .

    thumb kajal gupta

    review rating 5  The only reason to give 5 stars to this training centre is Nikhil sir. He has excellent teaching skills. He explains concepts with realtime examples so we could easily understand .He also gives career advice which are really helpful.Thank you for the training sir…..

    thumb Ruparani Kuntoji
  • review rating 5  I did core java under Nikil sir. Very good teaching Skills ,good real time examples so that we can understand the concept clearly and. Gives time for practice.and friendly environment.i recommend its the best place and best trainer helps u to gain knowledge.

    thumb Sowmya Kotta

    review rating 5  Excellent coaching by Nikhil for Java and Selenium; In-depth knowledge on the topics; happy to be at SDLC for my future career aspects.

    thumb ajaykn6 .

    review rating 4  Very good place at learn new technologies, and also java faculty suman sir is very good to teach java with practical sessions also

    thumb vinodh kumar

    review rating 5  i have completed my core java with complete knowledge on it and working now on advance java and project. the core java class was wonderful. SUMAN Sir is osam he will be cool and explains clearly about all the things in java and also he clafies douts so clearly.

    thumb srinu degala

    review rating 4  Good learning institute for beginners and we can get the confidence well because of live project.And Institute manages are very cooperative and they will help you even when the course is completed…if you have any doubts.

    thumb Gowtham Reddy Chavva
  • review rating 4  Hi friends i am taking python coarse here with trainer Amitsaxena he is a very good trainer to me his teaching skills are very understandable he not only teaches the topic he gives the time until u get into that topic clearly and for every topic he is giving me excercises to practice to know how we are getting the topic.I got the confidence with his training.so choose your best and be confident at you Thanks to Amitsir& Thanks to SDLC

    thumb kalpana 55hh

    review rating 5  I am Shybindh. I joined the Python course recently. My trainer is Amit Saxana. Really he is vastly knowledge person and his teaching style is super. Easy to understand the concept clearly. Thanks SDLC team. I suggest you all to learn python under Amit sir.

    thumb shybindh N

    review rating 5  I have registered for SAP HCM course at SDLC Training Marthahalli, Bangalore. I was able to understand the concepts well. Thanks to Raghav Sir who has explained all the aspects of HCM in a clear manner. I will also be doing Project Work and strongly recommend in case you want to learn SAP HCM.

    thumb giridhar dushi

    review rating 3  I underwent training on python-django. The training was good and the trainer explained the concepts with handson.Overall the duration of the course comes to 3-4 months.

    thumb Sinduja Ramaraj

    review rating 5  I have joined here for core java, as i have zero knowledge on programming, within a week i got some confidence because of my trainer “NIKHIL”sir giving realtime examples and make easier.

    thumb shaiksha vali
  • review rating 4  I have undergone Certified IT Recruiter Course at SDLC. I could understand entire lifecycle of Talent Acquisition and gained practical knowledge. The sessions by Raghav sir were quite informative and insightful. He is very humble and down to earth person. His knowledge speaks louder than him. …

    thumb Nithya Nadar

    review rating 5  I joined Dotnet training in SDLC TRAINING trainer’s working professional in MNC i am getting Real time project knowledge practically i will suggest fresher’s and experience candidates in this institute

    thumb Smita Rani

    review rating 5  I did Python course under Amit Saxena Sir and he Taught it and made me understand everything from it. Now I find Python very easy since he has taught me with many real time examples also. This institute is highly recommended for beginners who want to learn Python.

    thumb Tarun Kumar

    review rating 5  I did .NET Framework under Sir Ganesh here, and the classes he took were amazing. He provided us with many real time examples and it was easy to understand every concept. I would definitely recommend this Institute for . Net Framework if you are looking for one.

    thumb tanuja rai

    review rating 5  I did .NET Framework under Sir Ganesh here, and the classes he took were amazing. He provided us with many real time examples and it was easy to understand every concept. I would definitely recommend this Institute for . Net Framework if you are looking for one.

    thumb tanuja rai
  • review rating 5  I have joined this class for Java and it is really good & easy to learn in sdlc training. Suman maity sir gives proper explanation & every program is done practically. Their faculty is really good & they always support and motivate us.

    thumb Bhupendra Singh

    review rating 5  i am a new in java i don’t have any idea about java but when i join in SDLC training i got a lot of idea for giving me knowledge its here,so i am happy for this SDLC training instituete center,i just wanna say for a beginner those who are interest computer programing go to SDLC trainig center its good for beginner and good for training center.

    thumb Fungso wangaroo

    review rating 5  i am a new in java i don’t have any idea about java but when i join in SDLC training i got a lot of idea for giving me knowledge its here,so i am happy for this SDLC training instituete center,i just wanna say for a beginner those who are interest computer programing go to SDLC trainig center its good for beginner and good for training center.

    thumb Fungso wangaroo

    review rating 4  I joined in the month of july in weekend batch for advance java and spring .Trainer is excellent in delivering the real time concept.I am really happy to be part of SDLC. Its good for both fresher as well as working professionals .

    thumb sitansu pratibha pattanaik

    review rating 5  I have join the class of java 3 week ago and now i am very confident. Our faculty suman sir taught us in very good way his teaching technique is best.

    thumb sarthak das
  • review rating 5  I have join the class of java 3 week ago and now i am very confident. Our faculty suman sir taught us in very good way his teaching technique is best.

    thumb sarthak das

    review rating 5  Excellent training center for fresher’s as well as experienced.. Trainers explaining concepts with patience and multiple time if required to understand. Trainer suman maiti is good and knowledged in java. Giving real time examples to help us in future when we are assigning in projects…

    thumb prasanna venkatesa

    review rating 5  Best place for software courses to learn than any other place ….completely job oriented programme ..the best institute

    thumb giridhar jadhav

    review rating 5  I finished core Java course in sdlc training .it’s pretty good in here and the management is well organized with time.And I had Prashant sir as my trainer he personally helped me a lot in coding and am a better programmer now. If you are new to coding and don’t know where to join I would recommend this place it’s very good place to start with Thank you

    thumb Manoj Karanam

    review rating 5  Enrolled for Android training. The instructor teaches you in the easiest understandable way. Could complete the course in 20 days. 5 star to Shankar Mani who teaches Android here.

    thumb Sai Kishore

All courses list

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Steps To Build A Successful Career at SDLC

Theory

Practical

Assignment

Hands-on live projects

Resume preparation

Mock interviews

Mock interviews

Attend interview

Get job

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Features of SDLC​

  • Limit the batch size so we can provide personal attention to everyone in the session
  • Real-time practice
  • Live projects
  • 24/7 interact access with faculties
  • Experienced and passionate trainers
  • After course engagement
  • We give topics wise ppt, case studies, assignments and doubt solving
  • 100% job assistance
  • 24/7 support
  • Student can attend their missed classes
  • Soft skill training, interview skills workshop, resume preparation assistance

Find us on Google Map

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WHO SHOULD JOIN DATA SCIENCE COURSE

People who want to make a career in Data Science or just want to upgrade your skills by learning Data Science should definitely join this course. Either you are a student or an IT professional or someone who is looking for a job, Our best Data Science Training in Bangalore will not just fit in your budget but will also convert you into a professional Data Science expert.

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