Thursday, February 21, 2019

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  I have a good experience with SDLC training , I was looking Sap support, I tried to search on Google so many vendor , but I didn’t proper response and details. Finally I found this, than I got my solution with quick service and proper details. In my opinion academy is doing good job, I appreciate it.

    thumb Allay Criyons

    review rating 5  I joined phyton course recently based on my experience trainer is professional and clear and gives pratical examples real time scenarios and also SDLC team very helpful in all the terms and am very happy with “SDLC” training.I would recommend everyone to join this institute.

    thumb Aishwarya G R

    review rating 5  One of best institute for Fresher and experience Dotnet Training .I would highly recommend in SDLC Training every one to joined DOTNET MVC .

    thumb Kiranmayeekuruba Kiranmayeekuruba

    review rating 5  I completed my oracle RAC DBA training from SDLC. Institute is very good , they provide all type facility like practical lab. Trainer was Manab sir.He having 25 year experience.He having good knowledge. My overall experience is very good with SDLC. Thank you manab sir thank you sdlc.

    thumb Gaurav justdial1

    review rating 5  Great place to learn python,RPA ,Data science ,Angular,Java ,Oracle SCM,Oracle DBA rac, SDLC Trainers are working professional in MNC, They have a Good communication skills They are providing Realtime project Practically , I joined PYTHON course in SDLC Telraining Marathahalli Branch Trainer took great pains to explain with Good example….

    thumb Akash das
  • review rating 5  Very Good Training fir learning python D-Jango .ThecTrainer was professional and helped me understand the concepts very well .I would recommed SDLC TRAUNING For anyone Looking for Python with D-Jango Training .

    thumb Amit Patra

    review rating 5  Very good institute for learning real time training. The trainers are working professional. I would recommend SDLC training for anyone looking for real time training with placement.

    thumb Bhagya R

    review rating 3  I joined SDLC for Java training. It’s a good place for getting trained in java. The trainer is very good in this center. He has very good knowledge in complete java. Santhosh sir also very good and interactive.

    thumb Shilpa Hegde

    review rating 5  Oracle apps financial functional training is very good. Trainer is well experienced and the class was practical. I recommend this institute for apps financial functional.

    thumb Prasanth D

    review rating 5  Best place to learn the java course as industry level.. Very clear about the subject and friendly environment. Very Good trainer… He will clear all the doubts with simple examples..

    thumb chandra sekhar
  • review rating 5  few months back i was searching for a good institute in bangalore for Angular course. I was so confused about whom to join hands with. one of my friend suggested to attend a demo at SDLC Marthahalli. after visiting there i really found it good n joined for Angular course. I must say it was a good experience. All are very friendly in nature. Dinesh sir guided me very well during the entire course. He made all the scenarios simple n explained using real time examples. also he used to give daily assignments. The best thing according to me is that their batches are not too overloaded.and they have a better fee structure compared to any other institues in bangalore. Now im happy that i took decision to get angular training from SDLC .

    thumb Fathima Burhana

    review rating 4  SQL training is very good and can easily understand by anyone by the training given by this institution. Management is good Thank you Santhosh sir

    thumb N Subitshaa Kaveri

    review rating 5  Very good institute for learning Angular JS. The trainer was clear and professional and helped me understand the concepts very well. I would recommend SDLC training for anyone looking for Angular JS training.

    thumb Nutan Bhandari

    review rating 5  I took DEVOPS training in this institute and had a very good experience. The trainer gives personal attention and is professional. I got to learn the subject thoroughly. Best place to learn DEVOPS. Thanks, Prerana K

    thumb Think Foodie

    review rating 5  I Joined sql/plsql in SDLC training , Management are Very Good ,They always provide Real time project knowledge practically, i always suggest everyone to joined in this institute Thanks SDLC Team.

    thumb sindhumathi mathi
  • review rating 4  Learning environment is very good with real time training. Experienced Trainer. Staff also very friendly. Their support and motivation will help u to learn new technologies .

    thumb Abhimanyu Baral

    review rating 5  I am very happy with the institute and training was very good and trainer also very good actually but we have to put effort on our side to learn and providing placements also.

    thumb Nagarjun Arjun

    review rating 5  I joined in SDLC Training Inst for c#. Net course. Teaching is very good and providing real times examples.

    thumb karamala naveen

    review rating 5  I joined in this institute SAS Course , I got Good Real time knowledge I am happy with this institute Thanks sdlc team

    thumb mukhtar alam

    review rating 5  I joined Python Training Larning environment is very good .They are giving real time Training .Python Trainer is giving Excellent training with all the basic and Advanced knowledge with project Practical knowledge .I am happy with this institute Thanks SDLC Team

    thumb Naresh Chilukuri
  • review rating 5  One of the best institute in Bangalore…Recently i completed my courses. i am happy with this institute. Trainers are having very good experience. they are working professional. Thanks SDLC.

    thumb santu kumar

    review rating 5  I joined Oracle Rac DBA Training in this Institute I got Real time practical knowledge i am happy with this Institute Thanks SDLC Team

    thumb surendra korrapati

    review rating 5  I have completed AWS DEVOPS in SDLC Training ,Learning environment is very good finely I Got job in MNC Thanks SDLC Team .

    thumb Ramana Pentakota

    review rating 5  I have completed my training here.. Learning environment is very good. Excellent teaching. They are giving real time training practically. I’m happy with this institute. Thank you to sdlc

    thumb sai sai

    review rating 5  Hi, I have attended for AWS course in sdlc training, trainer was given real time practical knowledge on subject, also Guid me how to attend interviews. I am happy with in this institute, Thanks SDLC Team helping me so much…

    thumb m ramya
  • review rating 5  One of the best institute to learn Oracle Apps DBA and Oracle DBA. Fortunate enough to get the best coach here with over 15+ years exp in this domain. Amazing way to teach with real life examples you would not forget. Clarity in entire subject, real time preparation, full support, systems all updated, great team. Looking forward for enroll for more courses soon.

    thumb Kumar Himanshu

    review rating 5  I started my AWS training Mr. Gawtham was my trainer he is excellent in teaching the course. He started from the very basic because I’m from electrical background and I didn’t have any idea about the Linux and networking. He gives proper explanation and everything is done practically. He makes us understand the topics very well. Guys who want to start a carrier in (AWS ) SDLC is the best option. And the training fee also is very less compared to other institutes. I am saying outta experience trust me.

    thumb Mohammed Yusuf

    review rating 5  I have done aws from there. Goutam Sir took our training. He is too experienced knowledgeable. All doubts he cleared so easily.

    thumb Akash Rooj

    review rating 5  Sdlc tarning is very good traning Insititute. Here they is provided 100% real time hanson traning. Sdlc traners are working Proffestional. Thanks SDLC TEAM

    thumb gurmeet kaur

    review rating 5  SDLC TRAING is very good institute for AWS Training i joined SDLC, My trainer used to give me Real time assignments regularly and finally i got job in MNC Company Thanks TO SDLC TEAM.

    thumb Sudhanshu Shekhar Singh
  • review rating 5  Learning environment is very good. They are giving real time training. Aws trainer is giving excellent training with all the basic knowledge of Linux, Networking, database, storage and other things. Daily labs are available. and Staff also experienced people and very friendly. Their support and motivation will help u to learn new technologies very effectively. I’ll suggest this institute to all my friends.

    thumb Naga Sushma Kallam

    review rating 5  I hve attended to java nd python course which includes practical nd conceptual learning. Teaching is good.. good it environment..nuc n platform..

    thumb sai krishna pranathi

    review rating 5  Good teaching and friendly environment.Trainer helping a lot to learn Loadrunner and JMet tools.I have practiced alot to learn those tools.Iam having much confident to get job.

    thumb hari kumar

    review rating 5  I did python training from sdlc. The course material and quality of training is excellent in this institute. Course content covers both basic and advanced topics. Trainer is very good, highly qualified and very cooperative. Sdlc team is also very helpful.

    thumb Atul Singh

    review rating 5  I have completed Angular js training here. It’s very good for beginners. Also Devops training is good. Discussion of Practical assignments and real time scenarios is very useful for current IT industries.

    thumb Kirti Sundar
  • review rating 5  I have attended Core Java and J2EE course from SDLC and have had a very good experience with the overall training effectiveness of this institute. They have very good trainers and have sound training infrastructure as well

    thumb Anshuman Mukherjee

    review rating 5  I have completed selenium advanced course from here. The trainer was well versed with the subject and taught well. Theory was always backed up with, practical programs and assignments which helped to grasp the concepts quickly. Doubts were cleared on regular basis and tips to clear interviews were also given. Overall, learning selenium here has been a pleasant experience.

    thumb lohita gadepalli

    review rating 5  Good teaching and friendly environment.Trainer helping a lot to learn Loadrunner and JMet tools.I have practiced alot to learn those tools.Iam having much confident to get job.

    thumb hari kumar

    review rating 5  I did python training from sdlc. The course material and quality of training is excellent in this institute. Course content covers both basic and advanced topics. Trainer is very good, highly qualified and very cooperative. Sdlc team is also very helpful.

    thumb Atul Singh

    review rating 5  I have completed Angular js training here. It’s very good for beginners. Also Devops training is good. Discussion of Practical assignments and real time scenarios is very useful for current IT industries.

    thumb Kirti Sundar

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

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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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