ACTE is known to provide the Best Data Science Training in Tambaram, Chennai. This course serves as an introduction to the data science Data acquisition , cleaning , and aggregation , Exploratory data analysis and visualization , Feature engineering , Model creation and validation , common statistical and mathematical foundations for data science . Every business has data but its business value depends on how much they know about the data they have . A typical data science process looks like this Understand the business , Collect & explore the data , Prepare & process the data , Build & validate the models , Deploy & monitor the performance . Data Science provides structure and accountability to ensure you stay on way, finish strong, and achieve your desired outcomes .
Data Science Training in tambaram
Batch Schedule
Weekdays Regular (Class 1Hr - 1:30Hrs) / Per Session
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11-Nov-2024 Starts Coming Monday ( Monday - Friday) 08:00 AM (IST)
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06-Nov-2024 Starts Coming Wednesday ( Monday - Friday) 10:00 AM (IST)
Weekend Regular (Class 3Hrs) / Per Session
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09-Nov-2024 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)
Weekend Fast-track (Class 6Hrs - 7Hrs) / Per Session
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10-Nov-2024 Starts Coming Saturday ( Saturday - Sunday) 10:00 AM (IST)
Data Science Training in tambaram
We provide Data Science Training Institution with Placement at Tambaram, Chennai. We are one of the best provider for Data Science weekend Training in Tambaram , 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 Tambaram with the MNC' s people as a Trainer , for Data Science training and after completion of the course providing 100 % placement .
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 Training at Tambaram , Chennai has numerous benefits for our candidates . The Data Science course at Tambaram, 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 Tambaram ,Chennai. In pan india we have 25 Branches specially in Chennai ACTE institute .
Data Science is one of the world's most significant and broadly utilized scripts , and it has held this differentiation for a long time . specially we are the only institute Best Online Data Science classes in Tambaram , Chennai . We start training students from "Data Science?" and "Data Science"?.
- Classroom Batch Training
- One To One Training
- Online Training
- Customized Training
Key Features
ACTE Tambaram 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- 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 Tambaram offers placement 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 placement, 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 Placement support team wing that assist students in securing placement 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.kaali
5 days ago ACTE Technologies Provides excellent job oriented training. Since I come from a non-computer science background I have learned lot of things and upgraded my knowledge... Its best place to excel your career growth aspirations.. I completed Data science course in ACTE Porur chennai.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.
- We provide our candidates with real time projects that are utilized by many Multi National organizations at the present. These projects will increase the candidates' knowledge on the subject, such that after the completion of the course the candidate would possess knowledge equivalent to that of a professional in that field with an experience of over 1 year.
- Weekend Training Batch (Saturday, Sunday & Holidays)
- Seats Available : 8 (maximum)
- Regular Batch (Morning, Afternoon & Evening)
- Seats Available : 8 (maximum)
- Fast Track Batch
- Seats Available : 5 (maximum)
- Online Training (Flexible timing)
- Seats Available : One to One (or) 3 (maximum)
Trainers Profile
Datascience Trainers are- Our Datascience Training in Tambaram, Chennai. Trainers are certified professionals with 7+ years of experience in their respective domain as well as they are currently working with Top MNCs.
- As all Trainers are Datascience domain working professionals so they are having many live projects, trainers will use these projects during training sessions.
- All our Trainers are working with companies such as Cognizant, Dell, Infosys, IBM, L&T InfoTech, TCS, HCL Technologies, etc.
- Trainers are also help candidates to get placed in their respective company by Employee Referral / Internal Hiring process.
- Our trainers are industry-experts and subject specialists who have mastered on running applications providing Best Datascience training to the students.
- We have received various prestigious awards for Datascience Training in Tambaram, Chennai from recognized IT organizations.
Top Reason
- We are a unique Authorized Oracle Partner, Authorized Microsoft Partner, Authorized Pearson Vue Exam Center, Authorized PSI Exam Center, Authorized Partner Of AWS .
- Datascience Training in Tambaram, Chennai is designed according to the current IT industry
- We offer the best Datascience Training in Tambaram, Chennai, covering all course modules during Datascience Classes. In addition, students take Datascience Courses in Tambaram, Chennai through job assistance
- The Datascience Training in Tambaram, Chennai is scheduled on weekdays, weekends and online Training . In addition, students can choose a customized schedule according to requirements
- ACTE has got a collaboration 500+ MNCs and MLCs from the industry, that helps the trainees during their placement.
- Our team of instructors are industry experts with more than ten years of training experience.
- Mentors train Datascience Training in Tambaram, Chennai not only to assist students in implementing live projects, but also to hold a preparatory session for the interview along with community outreach.
- The ultra-modern I.T laboratory is equipped with the latest infrastructure. Our laboratory is open 365 days a year. Students, at their discretion, may use the lab to complete projects and practice technical tasks
- Our classrooms are equipped with a state-of-the-art I.T infrastructure, such as projectors, racks, Wi-Fi
- We offer our students a room with a glass door and a discussion area (conference room) to enhance their learning and learning skills
- We also organize valuable seminars on personal development and presentation skills
- 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.
- Students attending the Datascience Training in Tambaram, Chennai may also be located near hostels for their convenience
- We help students, at no cost, study, teaching materials, copies of PDF files, video training, sample questions for appropriate certification and interview questions, and lab guides that are available on our site for quick access and also life time access of student portal for course materials in all format
- Practical oriented domain specifically training is provided, to suit the needs of the industry Being a corporate training institute, at ACTE, training is provided at its corporate facility having state-of-the-art infrastructure
- Trainees at ACTE are provided with unlimited interview calls, untill the time they are placed.
- Add on training modules cover soft skills, communication skills, interview based training etc., to ensure the overall development of the trainees.
- 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. Our certificates are recognized worldwide after the course ends
- We accept Master and Visa cards (debit and credit) as well as cash, checks and internet access in payment mode