ACTE is known to provide the Best Data Science Training in Porur, Chennai. Data science is a multidisciplinary blend of data inference, algorithm development, and technology in order to solve analytically complex problems.A groundbreaking study in 2013 reported 90% of the entirety of the world’s data has been created within the previous two years. Let that sink in. In just two years, we’ve collected and processed 9x the amount of information than the previous 92,000 years of humankind combined. And it isn’t slowing down. It’s projected we’ve already created 2.7 zettabytes of data, and by 2020, that number will balloon to an astounding 44 zettabytes.
Data Science Training in Porur
Batch Schedule
Weekdays Regular (Class 1Hr - 1:30Hrs) / Per Session
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04-Nov-2024 Starts Coming Monday ( Monday - Friday) 08:00 AM (IST)
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30-Oct-2024 Starts Coming Wednesday ( Monday - Friday) 10:00 AM (IST)
Weekend Regular (Class 3Hrs) / Per Session
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02-Nov-2024 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)
Weekend Fast-track (Class 6Hrs - 7Hrs) / Per Session
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03-Nov-2024 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)
Data Science Training in Porur
We provide Data Science Training Institute with Placement at Porur, Chennai. Data science involves a plethora of disciplines and expertise areas to produce a holistic, thorough and refined look into raw data. Data scientists must be skilled in everything from data engineering, math, statistics, advanced computing and visualizations to be able to effectively sift through muddled masses of information and communicate only the most vital bits that will help drive innovation and efficiency.
ACTE training program is very much mixed both practical and interview preparation of questions.They share their each and every experience to the students which is more benefits to them .Joining Data Science Course at Porur , Chennai has numerous benefits for our candidates .The Data Science course at Porur, Chennai that is provided by ACTE. Here the trainer will be handled in either weekday or weekends programme depends on candidate requirement. We do offers for Data Science training Institute at Porur, Chennai.In pan india we have 25 Branches specially in Chennai ACTE institute .
specially we are the only institute Best Online Data Science Training in Porur, Chennai. With real time example and practical from industry professionals . Our ACTE training program is very much mixed both practical and interview preparation of questions . Our trainer is having 15+years of experience and working in MNC’s .They share their each and every experience to the students which is more benefits to them . ACTE institute at Porur with the MNC' s people as a Trainer , for Data Science training and after completion of the course providing 100 % placement .
- Classroom Batch Training
- One To One Training
- Online Training
- Customized Training
Key Features
ACTE Porur offers Data Science Training in more than 27+ branches with expert trainers. Here are the key features,- 40 Hours Course Duration
- 100% Job Oriented Training
- Industry Expert Faculties
- Free Demo Class Available
- Completed 500+ Batches
- Certification Guidance
Authorized Partners
ACTE TRAINING INSTITUTE PVT LTD is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center, Authorised Partner Of AWS .Curriculam
Data Science Course Syllabus at Porur, Chennai- What is Data Science, significance of Data Science in today’s digitally-driven world, applications of Data Science, lifecycle of Data Science, components of the Data Science lifecycle, introduction to big data and Hadoop, introduction to Machine Learning and Deep Learning, introduction to R programming and R Studio.
Hands-on Exercise -Installation of R Studio, implementing simple mathematical operations and logic using R operators, loops, if statements and switch cases.
- Introduction to data exploration, importing and exporting data to/from external sources, what is data exploratory analysis, data importing, dataframes, working with dataframes, accessing individual elements, vectors and factors, operators, in-built functions, conditional, looping statements and user-defined functions, matrix, list and array.
Hands-on Exercise -Accessing individual elements of customer churn data, modifying and extracting the results from the dataset using user-defined functions in R.
- Need for Data Manipulation, Introduction to dplyr package, Selecting one or more columns with select() function, Filtering out records on the basis of a condition with filter() function, Adding new columns with the mutate() function, Sampling & Counting with sample_n(), sample_frac() & count() functions, Getting summarized results with the summarise() function, Combining different functions with the pipe operator, Implementing sql like operations with sqldf.
Hands-on Exercise - Implementing dplyr to perform various operations for abstracting over how data is manipulated and stored.
- Introduction to visualization, Different types of graphs, Introduction to grammar of graphics & ggplot2 package, Understanding categorical distribution with geom_bar() function, understanding numerical distribution with geom_hist() function, building frequency polygons with geom_freqpoly(), making a scatter-plot with geom_pont() function, multivariate analysis with geom_boxplot, univariate Analysis with Bar-plot, histogram and Density Plot, multivariate distribution, Bar-plots for categorical variables using geom_bar(), adding themes with the theme() layer, visualization with plotly package & building web applications with shinyR, frequency-plots with geom_freqpoly(), multivariate distribution with scatter-plots and smooth lines, continuous vs categorical with box-plots, subgrouping the plots, working with co-ordinates and themes to make the graphs more presentable, Intro to plotly & various plots, visualization with ggvis package, geographic visualization with ggmap(), building web applications with shinyR.
Hands-on Exercise -Creating data visualization to understand the customer churn ratio using charts using ggplot2, Plotly for importing and analyzing data into grids. You will visualize tenure, monthly charges, total charges and other individual columns by using the scatter plot.
- Why do we need Statistics?, Categories of Statistics, Statistical Terminologies,Types of Data, Measures of Central Tendency, Measures of Spread, Correlation & Covariance,Standardization & Normalization,Probability & Types of Probability, Hypothesis Testing, Chi-Square testing, ANOVA, normal distribution, binary distribution.
Hands-on Exercise -– Building a statistical analysis model that uses quantifications, representations, experimental data for gathering, reviewing, analyzing and drawing conclusions from data.
- Introduction to Machine Learning, introduction to Linear Regression, predictive modeling with Linear Regression, simple Linear and multiple Linear Regression, concepts and formulas, assumptions and residual diagnostics in Linear Regression, building simple linear model, predicting results and finding p-value, introduction to logistic regression, comparing linear regression and logistics regression, bivariate & multi-variate logistic regression, confusion matrix & accuracy of model, threshold evaluation with ROCR, Linear Regression concepts and detailed formulas, various assumptions of Linear Regression,residuals, qqnorm(), qqline(), understanding the fit of the model, building simple linear model, predicting results and finding p-value, understanding the summary results with Null Hypothesis, p-value & F-statistic, building linear models with multiple independent variables.
Hands-on Exercise -Modeling the relationship within the data using linear predictor functions. Implementing Linear & Logistics Regression in R by building model with ‘tenure’ as dependent variable and multiple independent variables.
- Introduction to Logistic Regression, Logistic Regression Concepts, Linear vs Logistic regression, math behind Logistic Regression, detailed formulas, logit function and odds, Bi-variate logistic Regression, Poisson Regression, building simple “binomial” model and predicting result, confusion matrix and Accuracy, true positive rate, false positive rate, and confusion matrix for evaluating built model, threshold evaluation with ROCR, finding the right threshold by building the ROC plot, cross validation & multivariate logistic regression, building logistic models with multiple independent variables, real-life applications of Logistic Regression.
Hands-on Exercise -Implementing predictive analytics by describing the data and explaining the relationship between one dependent binary variable and one or more binary variables. You will use glm() to build a model and use ‘Churn’ as the dependent variable.
- What is classification and different classification techniques, introduction to Decision Tree, algorithm for decision tree induction, building a decision tree in R, creating a perfect Decision Tree, Confusion Matrix, Regression trees vs Classification trees, introduction to ensemble of trees and bagging, Random Forest concept, implementing Random Forest in R, what is Naive Bayes, Computing Probabilities, Impurity Function – Entropy, understand the concept of information gain for right split of node, Impurity Function – Information gain, understand the concept of Gini index for right split of node, Impurity Function – Gini index, understand the concept of Entropy for right split of node, overfitting & pruning, pre-pruning, post-pruning, cost-complexity pruning, pruning decision tree and predicting values, find the right no of trees and evaluate performance metrics.
Hands-on Exercise -Implementing Random Forest for both regression and classification problems. You will build a tree, prune it by using ‘churn’ as the dependent variable and build a Random Forest with the right number of trees, using ROCR for performance metrics.
- What is Clustering & it’s Use Cases, what is K-means Clustering, what is Canopy Clustering, what is Hierarchical Clustering, introduction to Unsupervised Learning, feature extraction & clustering algorithms, k-means clustering algorithm, Theoretical aspects of k-means, and k-means process flow, K-means in R, implementing K-means on the data-set and finding the right no. of clusters using Scree-plot, hierarchical clustering & Dendogram, understand Hierarchical clustering, implement it in R and have a look at Dendograms, Principal Component Analysis, explanation of Principal Component Analysis in detail, PCA in R, implementing PCA in R.
Hands-on Exercise -Deploying unsupervised learning with R to achieve clustering and dimensionality reduction, K-means clustering for visualizing and interpreting results for the customer churn data.
- Introduction to association rule Mining & Market Basket Analysis, measures of Association Rule Mining: Support, Confidence, Lift, Apriori algorithm & implementing it in R, Introduction to Recommendation Engine, user-based collaborative filtering & Item-Based Collaborative Filtering, implementing Recommendation Engine in R, user-Based and item-Based, Recommendation Use-cases.
Hands-on Exercise -Deploying association analysis as a rule-based machine learning method, identifying strong rules discovered in databases with measures based on interesting discoveries.
- Introducing Artificial Intelligence and Deep Learning, what is an Artificial Neural Network, TensorFlow – computational framework for building AI models, fundamentals of building ANN using TensorFlow, working with TensorFlow in R.
- What is Time Series, techniques and applications, components of Time Series, moving average, smoothing techniques, exponential smoothing, univariate time series models, multivariate time series analysis, Arima model, Time Series in R, sentiment analysis in R (Twitter sentiment analysis), text analysis.
Hands-on Exercise -Analyzing time series data, sequence of measurements that follow a non-random order to identify the nature of phenomenon and to forecast the future values in the series.
- Introduction to Support Vector Machine (SVM), Data classification using SVM, SVM Algorithms using Separable and Inseparable cases, Linear SVM for identifying margin hyperplane.
- What is Bayes theorem, What is Naïve Bayes Classifier, Classification Workflow, How Naive Bayes classifier works, Classifier building in Scikit-learn, building a probabilistic classification model using Naïve Bayes, Zero Probability Problem.
- Introduction to concepts of Text Mining, Text Mining use cases, understanding and manipulating text with ‘tm’ & ‘stringR’, Text Mining Algorithms, Quantification of Text, Term Frequency-Inverse Document Frequency (TF-IDF), After TF-IDF.
- This case study is associated with the modeling technique of Market Basket Analysis where you will learn about loading of data, various techniques for plotting the items and running the algorithms. It includes finding out what are the items that go hand in hand and hence can be clubbed together. This is used for various real world scenarios like a supermarket shopping cart and so on.
Logistic Regression Case Study
- In this case study you will get a detailed understanding of the advertisement spends of a company that will help to drive more sales. You will deploy logistic regression to forecast the future trends, detect patterns, uncover insights and more all through the power of R programming. Due to this the future advertisement spends can be decided and optimized for higher revenues.
Multiple Regression Case Study
- You will understand how to compare the miles per gallon (MPG) of a car based on the various parameters. You will deploy multiple regression and note down the MPG for car make, model, speed, load conditions, etc. It includes the model building, model diagnostic, checking the ROC curve, among other things.
Receiver Operating Characteristic (ROC) case study
- You will work with various data sets in R, deploy data exploration methodologies, build scalable models, predict the outcome with highest precision, diagnose the model that you have created with various real world data, check the ROC curve and more.
Placement
ACTE Porur offers Data Science 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.- We are associated with top organizations like HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc. It make us capable to place our students in top MNCs across the globe
- We have separate student’s portals for Google Cloud, here you will get all the interview schedules and we notify you through Emails.
- After completion of 70% Data Science training course content, we will arrange the interview calls to students & prepare them to F2F interaction
- Data Science Trainers assist students in developing their resume matching the current industry needs
- We have a dedicated Data Science support team wing that assist students in securing Data Science according to their requirements
- We will schedule Mock Exams and Mock Interviews to find out the GAP in Candidate Knowledge
Reviews
Our ACTE Chennai 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 ACTE & Video Reviews.Velachery Reviews
abi
1 day ago Excellent teaching skills, good faculties, vicky Sir way of teaching is awesome and easy to understand the concepts, real time examples are more relevant, location of institution is good. This is the right place to learn Data science course in ACTE.sangeetha
2 days ago I had such a great experience in ACTE institute it's not just one side teaching there's a lot of two way interaction and I got to learn so much with real time scenarios. The teachers here are so friendly we can get to attend classes very flexibly.I have completed the Data science course in this institude @ velacheryanjilica
4 days ago Before joining the course,i was literally confused whether go or not to go for this course, as i am from non-IT background. To overcome my confusion,i contacted Vicky Sir. He gave me some overview about how the course will go about. He built confidence in me and lit that spark of hope in my mind. Now, i'm pretty satisfied with the Data science course in ACTE Velachery.harisha
4 days ago Before joining the ACTE institute.I had read many good reviews about this institute. Now, i would say that it's worth writing one. Happy vibes..!sharon
5 days ago To be frank, the teaching from trainers was too good as he made complex things very easy to understand in a simpler manner and also the assignments which was given and also made to be executed in the class, is more than enough to learn Data science course in month. I would be glad to refer anyone for ACTE at Velachery.Tambaram Reviews
sankar
1 day ago ACTE is a good institute to build your carrier if your miss the training I mean your expected way or your dream goals is the better option to rebuild your carrier in IT. Vicky sir is the best trainer for Data science course. I suggest this institute is best if your planning to build your carrier in Data science.ramya
2 days ago To be frank, the teaching from trainers was too good as he made complex things very easy to understand in a simpler manner and also the assignments which was given and also made to be executed in the class, is more than enough to learn Data science course in month. I would be glad to refer anyone for ACTE Tambaram.vasanth
4 days ago Hi...ACTE is one of best institution to learn Data science course.we can get more knowledge and teaching quality is very good..trainers are well experienced and classes are very interactive and they explain with real time examples...sanjay
5 days ago "I had visited few institute and spoken to many institutes before I joined ACTE technologies in Tambaram. I must say I was not disappointed with my decision. The trainers were very committed towards conducting classes on time and made sure that students understood the Data science subject. Trainers were prepared to take backup classes for people who could not make it to the regular class hours. Most importantly they were not in a hurry to finish batcheslakshmi
5 days ago Had a great experience with ACTE institude. I am very thankful to Vicky sir for the way of teaching Data science concepts, clearing doubts and providing strong foundation for the basics. Great place to learn new things from the scratch with recordings available for later use.OMR Reviews
ragav
1 day ago This ACTE institude @ omr was an amazing experience and vicky sir is really good in explaining each topic briefly.What i really like about this training, is an end to end exposure for whole process in step-wise manner.Plus clear notes with recorded session really make it lot easier for any student to go back and refer the topic of Data science.Swathi
3 days ago I joined in ACTE omr for Data science course here without any basic knowledge on Data science concepts.now i can say this is the Best ACTE training institute in chennai. Here the trainers provide you complete knowledge on each course with Real- time scenarios, project, case studies, Interview questions and all possible ways to make you a successful Professional.vijaykumar
3 days ago Thank you very much for your great support in ACTE trainers in omr. The way of teaching is very good, he explains all the topics by giving real time examples and give real time logic to work in the tool. Most importantly very flexible with the session timings.renu
4 days ago ACTE institude is the best institute in the city .Teaching is excellent thanks to Vicky sir who explained us concepts very well and teached us basic Data science excellent..I recommend u please to join the institute without any doubt in mind .This is best u can get more knowledge.anu ruksha
5 days ago I'm 100% satisfied with the theoretical and practical classes.The trainers explained each and every bit of details; like how Data science process a job/transformations. I'll recommend ACTE institute, if someone like to learn Data science.I have attended both online and offline class.Annanagar Reviews
rechal
1 day ago I joined in ACTE @ Anna nagar for Data science course here without any basic knowledge on Data science concepts.now i can say this is the Best ACTE training institute in chennai. Here the trainers provide you complete knowledge on each course with Real- time scenarios, project, case studies, Interview questions and all possible ways to make you a successful Professionalnikitha
3 days ago It's one of the best institution is ACTE for freshers to learn Data science course and one who wanted to improve their technical skills...very good teaching faculty and friendly environment at Anna nagarrita
3 days ago Very friendly trainer, Vicky sir provides informative session and explains Data science concepts in a very simple manner each and every time. Most importantly very flexible with the session timings. Would definitely recommend others to ACTE institude.preethi
5 days ago The concepts are explained with a lot of clarity, Plenty of notes are provided for each and every topic in a manner that is easy to understand. The trainers are very knowledgeable and approachable. I am currently going through the Data science course and I highly recommend in this ACTE institute Anna nagar.kumaran
5 days ago practical applications with real time examples,which is the best part!! The ACTE teaching is not only focused on theoretical knowledge but also about Each and every concept is demonstrated in class practically and they also provide us few very important interview questions based on Data science course.Porur Reviews
shivani
1 day ago Excellent Training! I attended the Data science training from ACTE Porur. Vicky sir well experienced and has great teaching skills. The whole training was well planned and organized. I gained a lot of confidence to attend interviews after the training.rajesk
1 days ago I had joined ACTE @ Porur 2 months back for Data science, Vicky sir teaches really well, he makes the session really interactive and he explains topics with real time scenarios which helps us to understand each transformation in detail and the implementation becomes simpler. He has in-depth knowledge of the subject.john
3 days ago An individual who is sincerely interested in acquiring the knowledge on real-time Data science, then a visit to ACTE institute is a must. Training is provided based on current real time requirements in the corporate world.prasana
5 days ago One of good better best teaching center is ACTE and they provide 100% support to get placement in Data science and the training method is excellent by giving assignment, conducting test and solving errors there is Bright future for ACTE joiners only thanks to ACTE for giving that kind of support grown up my career special thanks to Vicky sir.Surya
5 days ago Positive: Communication, Professionalism, Quality, Value First and foremost I would like tell thank you for all the ACTE team..Frequently Asked Questions
- ACTE basically offers the Classroom training and online instructor-led training. Apart from that, we also provide corporate training for enterprises. We believe in practical learning. Our training mode is majorly practical and has proven to benefit our candidates. We help our candidates by assisting them to work on real time projects that would aid them improve their skill sets and would enhance their ability not just from an exam perspective but also from a working point of view.
- Data Science is one of the most highly paid jobs. According to Glassdoor, Data Scientists make an average of $116,100 per year. This makes Data Science a highly lucrative career option.
- Scope is really high and supply is really low, so the salaries are still very high and people are very much willing to get into data science.
- Data Science is greatly in demand. Prospective job seekers have numerous opportunities. It is the fastest growing job on Linkedin and is predicted to create 11.5 million jobs by 2026. This makes Data Science a highly employable job sector.
- Yes, you get two kinds of discounts. They are group discount and referral discount. Group discount is offered when you join as a group, and referral discount is offered when you are referred from someone who has already enrolled in our training.
- we assure you a full-time job with a minimum ?5 LPA CTC. To ensure that you achieve this goal, we will provide you with:
- Soft Skills and Interview Preparation Sessions.
- Mock Interviews.
- Profile Enhancement.
- Interview Preparation.
- Onboarding on the HIRIST portal with spot light.
- Pro-membership on Hirist.com for 6 months.
- Access to Job Fairs.
- Mentoring session with an industry expert.
- Individual faculty are responsible for making sure that course materials posted on Blackboard and other online course management systems are accessible to all students.
- Our educational material includes ACTE’s student portal access to get the updated course materials, books and copies of didactic material in the form of PDF files, sample documents, Training videos, technical interviews and projects.
- Add value to your profile with our Industry-Endorsed Certification.
- The course completion certificate from SLA has been a channel for our students who are placed in top companies such as.
- All of our highly qualified trainers are industry experts with at least 10-12 years of relevant teaching experience. Each of them has gone through a rigorous selection process that includes profile screening, technical evaluation, and a training demo before they are certified to train for us. We also ensure that only those trainers with a high alumni rating remain on our faculty for data science online training.
- you will receive The course completion certificate from National Institute of Education (nie) Singapore.
- Our certificates are recognized worldwide after the course ends
- Our trainers pay you individual attention. To improve students' knowledge of complex technical concepts are passed on through simple training We also Provide Internship for fresher’s with certification.
- You will never lose any lecture. You can choose either of the two options:
- View the class presentation and recordings that are available for online viewing through the LMS.
- You can attend the missed session, in any other live batch. Please note, access to the course material will be available for lifetime once you have enrolled into the course.
- ONLINE TRAINING
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- Instructor-led online trainingwith continuous remote assistance with the real-time project practices.
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- One-on-one live practice to the required students with the assurance of successful course completion.
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- Our Learning Management Systemincludes MCQs, live lectures, and Placement preparations.
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- Obtain the enterprise-ready skills even as fast-track mode at SLAon the top trending IT Courses in Chennai.
- CLASSROOM TRAINING
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- Interactive learning experiencesto ensure individual attention with complete hands-on exposure.
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- Smart Classroom equipped with updated software to offer job-ready skills to perform well in the industries.
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- Extensive learning supportPacked with 25+ case studies and 5+ real-time projects guidance.
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- Get ahead with industry-approved certification training in our Best Data Science Training Institute in Chennai
- CORPORATE TRAINING
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- Customized end-to-end technology training without affecting your actual works.
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- Flexible class timing and personalized curriculum to meet exact corporate expectations.
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- Improve your team’s talentto enhance the organization’s business value and revenue.
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- Not just a regular classroombut a perfect blend of theory and practicals for all Courses.