Data Science Training/Course by Experts

;

Our Training Process

Data Science - Syllabus, Fees & Duration

MODULE 1

  • The Data Science Process
  • Apply the CRISP-DM process to business applications
  • Wrangle, explore, and analyze a dataset
  • Apply machine learning for prediction
  • Apply statistics for descriptive and inferential understanding
  • Draw conclusions that motivate others to act on your results

MODULE 2

  • Communicating with Stakeholders
  • Implement best practices in sharing your code and written summaries
  • Learn what makes a great data science blog
  • Learn how to create your ideas with the data science community

MODULE 3

  • Software Engineering Practices
  • Write clean, modular, and well-documented code
  • Refactor code for efficiency
  • Create unit tests to test programs
  • Write useful programs in multiple scripts
  • Track actions and results of processes with logging
  • Conduct and receive code reviews

MODULE 4

  • Object Oriented Programming
  • Understand when to use object oriented programming
  • Build and use classes
  • Understand magic methods
  • Write programs that include multiple classes, and follow good code structure
  • Learn how large, modular Python packages, such as pandas and scikit-learn, use object oriented programming
  • Portfolio Exercise: Build your own Python package

MODULE 5

  • Web Development
  • Learn about the components of a web app
  • Build a web application that uses Flask, Plotly, and the Bootstrap framework
  • Portfolio Exercise: Build a data dashboard using a dataset of your choice and deploy it to a web application

MODULE 6

  • ETL Pipelines
  • Understand what ETL pipelines are
  • Access and combine data from CSV, JSON, logs, APIs, and databases
  • Standardize encodings and columns
  • Normalize data and create dummy variables
  • Handle outliers, missing values, and duplicated data
  • Engineer new features by running calculations • Build a SQLite database to store cleaned data

MODULE 7

  • Natural Language Processing
  • Prepare text data for analysis with tokenization, lemmatization, and removing stop words
  • Use scikit-learn to transform and vectorize text data
  • Build features with bag of words and tf-idf
  • Extract features with tools such as named entity recognition and part of speech tagging
  • Build an NLP model to perform sentiment analysis

MODULE 8

  • Machine Learning Pipelines
  • Understand the advantages of using machine learning pipelines to streamline the data preparation and modeling process
  • Chain data transformations and an estimator with scikit- learn’s Pipeline
  • Use feature unions to perform steps in parallel and create more complex workflows
  • Grid search over pipeline to optimize parameters for entire workflow
  • Complete a case study to build a full machine learning pipeline that prepares data and creates a model for a dataset

MODULE 9

  • Experiment Design
  • Understand how to set up an experiment, and the ideas associated with experiments vs. observational studies
  • Defining control and test conditions
  • Choosing control and testing groups

MODULE 10

  • Statistical Concerns of Experimentation
  • Applications of statistics in the real world
  • Establishing key metrics
  • SMART experiments: Specific, Measurable, Actionable, Realistic, Timely

MODULE 11

  • A/B Testing
  • How it works and its limitations
  • Sources of Bias: Novelty and Recency Effects
  • Multiple Comparison Techniques (FDR, Bonferroni, Tukey)
  • Portfolio Exercise: Using a technical screener from Starbucks to analyze the results of an experiment and write up your findings

MODULE 12

  • Introduction to Recommendation Engines
  • Distinguish between common techniques for creating recommendation engines including knowledge based, content based, and collaborative filtering based methods.
  • Implement each of these techniques in python.
  • List business goals associated with recommendation engines, and be able to recognize which of these goals are most easily met with existing recommendation techniques.

MODULE 13

  • Matrix Factorization for Recommendations
  • Understand the pitfalls of traditional methods and pitfalls of measuring the influence of recommendation engines under traditional regression and classification techniques.
  • Create recommendation engines using matrix factorization and FunkSVD
  • Interpret the results of matrix factorization to better understand latent features of customer data
  • Determine common pitfalls of recommendation engines like the cold start problem and difficulties associated with usual tactics for assessing the effectiveness of recommendation engines using usual techniques, and potential solutions.

Download Syllabus - Data Science
Course Fees
10000+
20+
50+
25+

Data Science Jobs in Madurai

Enjoy the demand

Find jobs related to Data Science in search engines (Google, Bing, Yahoo) and recruitment websites (monsterindia, placementindia, naukri, jobsNEAR.in, indeed.co.in, shine.com etc.) based in Madurai, chennai and europe countries. You can find many jobs for freshers related to the job positions in Madurai.

  • Data Scientist
  • Data Analyst
  • Data Engineer
  • Data Storyteller
  • Machine Learning Scientist
  • Machine Learning Engineer
  • Business Intelligence Developer
  • Database Administrator
  • ML Engineer
  • Computer Vision Engineer

Data Science Internship/Course Details

Data Science internship jobs in Madurai
Data Science Data Science provides a diverse set of tools for analyzing data from a range of sources, including financial records, multimedia files, marketing forms, sensors, and text files. Creative thinking, problem-solving skills, curiosity, and a drive to learn about and investigate industry trends and development, as well as teamwork, are among the soft skills required by data scientists. Today's Data Scientists must possess a wide range of abilities, including the ability to work with large amounts of data, parse that data, and translate it into an easily comprehensible format from which business insights may be drawn. Exercises, tasks, and projects that are completed in real-time 24 hours a day, 7 days a week, A large network of like-minded newbies, an industry-recognized intellipaat credential, and individualized employment support Several data scientist responsibilities are listed below. To find trends and patterns, use algorithms and modules. A data scientist is a person who uses a variety of procedures, methods, systems, and algorithms to analyze data to provide actionable insights. There are numerous reasons why you should take this course. Experts provide immersive online instructor-led seminars. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. Cleaning and validating data to ensure that it is accurate and consistent.

List of All Courses & Internship by TechnoMaster

Success Stories

The enviable salary packages and track record of our previous students are the proof of our excellence. Please go through our students' reviews about our training methods and faculty and compare it to the recorded video classes that most of the other institutes offer. See for yourself how TechnoMaster is truly unique.

List of Training Institutes / Companies in Madurai

  • TBSanatoriumSubPostOffice | Location details: SH 9, Sathumadurai, Vellore, Tamil Nadu 632057, India | Classification: Post office, Post office | Visit Online: indiapost.gov.in | Contact Number (Helpline):
  • PasumponMuthuramalingaThevarDistrict | Location details: 96(3)/92c,J.C.B.Towers,Madurai Road, Madurai Mukku, Sivaganga, Tamil Nadu 630561, India | Classification: District office, District office | Visit Online: | Contact Number (Helpline):
  • TheProfessionalCouriers | Location details: No. 65, Madurai Rd, Balabagya Nagar South, Tirunelveli Town, Tirunelveli, Tamil Nadu 627001, India | Classification: Courier service, Courier service | Visit Online: tpcindia.com | Contact Number (Helpline): +91 462 233 1991
  • V-FortManagmentConsultantsPvtLtd | Location details: Theni Main Road, Nagamalai Puthukottai, opp. Balamurgan Theatre, Madurai, Tamil Nadu 625019, India | Classification: Employment consultant, Employment consultant | Visit Online: v-fort.in | Contact Number (Helpline): +91 98434 93715
  • STCourier-Sattur | Location details: 349.g, sattur madurai, bus stop, vempakottai road, sattur, madurai, Tamil Nadu 626203, India | Classification: Courier service, Courier service | Visit Online: stcourier.com | Contact Number (Helpline): +91 97509 80381
  • SaiServiceStation | Location details: Kochi - Madurai - Dhanushkodi Rd, Karingachira, Thrippunithura, Ernakulam, Kerala 682305, India | Classification: Car dealer, Car dealer | Visit Online: saiservice.com | Contact Number (Helpline): +91 484 329 4400
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • SubramanianPlumbingWorks | Location details: 45madurai road, Sivagami Puram, Virudhunagar, Tamil Nadu 626001, India | Classification: Plumber, Plumber | Visit Online: | Contact Number (Helpline):
  • ManamaduraiHeadPostOffice | Location details: Manamadurai, Tamil Nadu 630606, India | Classification: Post office, Post office | Visit Online: tamilnadupost.nic.in | Contact Number (Helpline): +91 4574 268 554
  • DDHSOffice | Location details: Viswanathapuram Main Rd, Viswanathapuram, Madurai, Tamil Nadu 625014, India | Classification: Public health department, Public health department | Visit Online: tn.gov.in | Contact Number (Helpline): +91 452 264 0778
  • JayalakshmiComputer | Location details: C.S.I High School Complex Sivagangai Main Road, Manamadurai, Tamil Nadu 630606, India | Classification: Computer repair service, Computer repair service | Visit Online: | Contact Number (Helpline): +91 98650 44814
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • StateBankOfIndia | Location details: Madurai Rd, Sivagami Puram, Virudhunagar, Tamil Nadu 626001, India | Classification: Bank, Bank | Visit Online: sbi.co.in | Contact Number (Helpline): +91 1800 11 2211
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • CenturyMindsWebsiteDesignersInMadurai|SoftwareDevelopmentCompanyInMadurai | Location details: Bypass Road 28/76, Jawahar 1st Street, Byepass Road, S S Colony, Tamil Nadu 625010, India | Classification: Web Designer, Web Designer | Visit Online: centuryminds.com | Contact Number (Helpline): +91 72007 51000
  • BharatSancharNigamLimited | Location details: Thadikombu, Dindigul, NH-7, Karur Dindigul Madurai Highway, Dindigul, Dindigul, 624709, India | Classification: Telecommunications service provider, Telecommunications service provider | Visit Online: bsnl.co.in | Contact Number (Helpline):
  • Bhive Technologies - Web design and development / SEO services in Madurai Address: 150, 1st floor ,Madha kovil road, Opp to Grace Garments, K.Pudur, Madurai, Tamil Nadu 625007 Phone: 094980 51336 , website:www.bhivetechnologies.com/
  • PIXEL DESIGNS Address: No-1, Vanamamalai Nagar, Bypass Road, KFC Backside, Madurai, Tamil Nadu 625010 Phone: 095002 69409 , website:www.pixeldesigns.info/
  • NBAYS IT SolusenZ Address: 163 C/1, Kamarajar Salai, Madurai, Tamil Nadu 625009 Phone: 0452 424 3616 , website:www.itsolusenz.com/contact/careers/
  • Digital Marketing Consultant Prakash Rajasekaran, Chennai & Bangalore Address: 209 A, (boss travels) Renga Complex, Nethaji Road, (Near bata showroom), Madurai, Tamil Nadu 625001 Phone: 091718 07571 , website:https://plus.google.com/+PrakashRajasekaranDigitalMarketingStrategist
  • Synergy-SEO Company Madurai | SEO Services Madurai|Digital Marketing Madurai Address: 14, Seeman Complex, Aathikulam, Madurai, Tamil Nadu 625014 Phone: 073391 29244 , website:https://www.indiamart.com/company/48615935/
 courses in Madurai
Before 2010, Madurai town became a part of Madurai Urban Agglomeration (UA) that comprised one municipal enterprise,five 3 municipalities,6 six census cities 7 and 4 city panchayats. However, the center of the town is nevertheless the economic hub and additionally has excessive residential density (extra than 1,000 folks in line with ha) which further will increase in the course of spiritual gala's because of floating populace. 311 Present-day Urbanscape and Governance of the City As noted earlier, initially, the town evolved across the Meenakshi temple at the southern banks of the Vaigai river, however later with the status quo of presidency places of work and different institutional buildings, regions adjoining to the northern aspect of the river won prominence. s . Madurai continually thought of to be an excellent pilgrim center. Railways and bridges have been built which intersected the town and new settlements evolved on the outskirts of the town. It is the govt headquarters of Madurai District. Madurai is a city in Tamil Nadu, India. But even after nine years of integration, variations exist among the newly merged regions and the antique town. The temple town of Madurai withinside the nation of Tamil Nadu is one such historic town that has been a chief agreement for 2 millennia and holds prominence until date as the second one biggest enterprise town via way of means of location and the 1/3 biggest town via way of means of populace.

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer