Data Science Training 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 Coimbatore

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 Coimbatore, chennai and europe countries. You can find many jobs for freshers related to the job positions in Coimbatore.

  • 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 Coimbatore
Data Science Experts provide immersive online instructor-led seminars. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science. To succeed as a data scientist, you must, nevertheless, make a particular effort to apply soft skills. . 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. The top Data Science course online for professionals who wish to expand their knowledge base and start a career in this industry is NESTSOFT in Coimbatore. You'll have a personal mentor who will keep track of your development. 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.

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 Coimbatore

  • CoimbatoreMarketCommittee | Location details: 1841, Trichy Rd, Olymbus, Ramasamy Nagar, Ramanathapuram, Tamil Nadu 641045, India | Classification: , | Visit Online: | Contact Number (Helpline):
  • ADMediaCoimbatore | Location details: 12/2, Church Rd, Podanur, Tamil Nadu 641023, India | Classification: Media company, Media company | Visit Online: | Contact Number (Helpline):
  • MarutiSuzukiTRUEVALUE(IndusMotors,Palakkad,Koottupatha) | Location details: Indus Motors, True Value,CHANDRANAGAR NEAR INDUSIND BANK, Coimbatore Rd, Palakkad, Kerala 678007, India | Classification: Used car dealer, Used car dealer | Visit Online: truevalueofkoottupatha.com | Contact Number (Helpline): +91 80 4683 7209
  • ColorWhistle-WebsiteDesign&DigitalMarketingServicesCompanyIndia | Location details: 60/10, LEO Towers, Sathy Rd, Ganapathy, Coimbatore, Tamil Nadu 641006, India | Classification: Web Designer, Web Designer | Visit Online: colorwhistle.com | Contact Number (Helpline): +91 422 420 2825
  • COIMBATOREBAZAAR.IN | Location details: Sfno:42, No:1, Adithya Avenue, Saravananagar North extn, Krishna School Back Side, Velandipalayam Post, Coimbatore, Tamil Nadu 641025, India | Classification: Internet marketing service, Internet marketing service | Visit Online: | Contact Number (Helpline): +91 99948 92756
  • CLOUDDREAMS-WebDesigningCompanyInCoimbatore|Website|Logo|WebDevelopment|BrandingCompany|SEOCompanyInCoimbatore | Location details: NO.1098,9th street Extn, Dr Radhakrishna St, Coimbatore, Tamil Nadu 641012, India | Classification: Web Designer, Web Designer | Visit Online: clouddreams.in | Contact Number (Helpline): +91 99947 50143
  • GrowingNetworks | Location details: 94-35, 3rd Floor, United Shopping Complex,, Dr. Nanjappa Road,, behind Corporation Shopping Complex, Coimbatore, Tamil Nadu 641018, India | Classification: E-commerce service, E-commerce service | Visit Online: growingnetworks.com | Contact Number (Helpline): +91 73394 49553
  • SkCovaiParcelServiceInCoimbatore | Location details: 100 A, Nava India Rd, near BSNL Office, Sri Kamadhenu Nagar, Avarampalayam, Coimbatore, Tamil Nadu 641006, India | Classification: Transportation service, Transportation service | Visit Online: | Contact Number (Helpline): +91 98947 49855
  • ColorWhistle-WebsiteDesign&DigitalMarketingServicesCompanyIndia | Location details: 60/10, LEO Towers, Sathy Rd, Ganapathy, Coimbatore, Tamil Nadu 641006, India | Classification: Web Designer, Web Designer | Visit Online: colorwhistle.com | Contact Number (Helpline): +91 422 420 2825
  • AfexIndiaMarketing | Location details: 59, III Cross, West, Meena Estate, Sowripalyam, Sowripalyam, Coimbatore, Tamil Nadu 641028, India | Classification: Veterans organization, Veterans organization | Visit Online: | Contact Number (Helpline): +91 86672 69075
  • Infotech-JobConsultancyCoimbatore|ManpowerServices|HRServicesInCoimbatore | Location details: N0-200/A,2nd floor,4th street, Cross Cut Rd, Gandhipuram, Tamil Nadu 641012, India | Classification: Unemployment office, Unemployment office | Visit Online: | Contact Number (Helpline): +91 96595 42424
  • BOOSTABILITY | Location details: 128A, Siva Subramaniam St, R S Puram West, Coimbatore, Tamil Nadu 641002, India | Classification: Business development service, Business development service | Visit Online: | Contact Number (Helpline):
  • UdayMarketing | Location details: No 57, Kalappan St, Kattoor, Ram Nagar, Coimbatore, Tamil Nadu 641009, India | Classification: , | Visit Online: | Contact Number (Helpline):
  • RajshreeMahindraServiceCenterCoimbatore | Location details: SF No. 297 Saravana Thottam, Appanaikenpalayam, Thudiyalur, Coimbatore, Tamil Nadu 641034, India | Classification: Car service, Car service | Visit Online: rajshreemahindra.com | Contact Number (Helpline): +91 422 400 4585
  • EVMNissan | Location details: Ground Floor MC Road, Thellakom, Ettumanoor, opposite St Mary's Chappel, Coimbatore, Kerala 686630, India | Classification: Nissan dealer, Nissan dealer | Visit Online: dealers.nissan.in | Contact Number (Helpline): +91 95670 46666
  • 6degree | Location details: Captain Palanisamy Lay Out, Thadagam Main Rd, R S Puram West, Coimbatore, Tamil Nadu 641002, India | Classification: Internet marketing service, Internet marketing service | Visit Online: | Contact Number (Helpline): +91 93442 26225
  • Software Companies in Coimbatore

    1. ANGLER Technologies India Pvt Ltd Address: 1247, Trichy Road, Rukmani Nagar, Ramanathapuram, Coimbatore, Tamil Nadu 641045 Phone: 0422 231 3938 , website:www.angleritech.com/
    2. Seo Companies in Coimbatore Address: 1A,, Post Office Rd, Krishnaswamy Nagar, Ramanathapuram, Coimbatore, Tamil Nadu 641045 Phone: 081100 63322 , website:www.beeinfotech.com/seo.html
    3. Mindnotix Technologies Pvt Ltd Address: Dr.Rajendraprasad Road, 100 Feet Rd, Gandipuram, Coimbatore, Coimbatore, Tamil Nadu 641012 Phone: 084384 18010 , website:www.mindnotix.com/
    4. ERP companies in coimbatore Address: Post Office Rd, Krishnaswamy Nagar, Sowripalayam Pirivu, Ramanathapuram, Coimbatore, Tamil Nadu 641045 Phone: 081100 63322 , website:www.skewinfotech.com/
    5. Floret Media Pvt Ltd Address: 18, PN Palayam Rd, G K D Nagar, P N Palayam, Coimbatore, Tamil Nadu 641037 Phone: 099441 80033 , website:www.floretmedia.com/
 courses in Coimbatore
These corridors additionally join the metropolis centre to different components of the kingdom and the country. Due to a loss of usage, it has now grow to be a dead area and a receptor of sewage, commercial waste, and home waste. The metropolis is the second one biggest software program manufacturer in Tamil Nadu, next simplest to Chennai. The metropolis is domestic for jewelry production agencies and goldsmiths. Wet grinders Coimbatore has extra than seven-hundred moist grinder producers different forms of moist grinders are synthetic and advertised throughout India and in abroad. This City Résumé affords an outline of Coimbatore with a unique awareness on casual settlements and the housing guidelines which have been followed through the important and kingdom governments to convey down the quantity of those settlements in the metropolis. Coimbatore is likewise rising as an IT and BPO metropolis. Many vehiclemobile element production agencies are OE companions to multinational brands. Many lakes and ponds have been dug round Coimbatore in historic instances to order the water from the Noyyal River (which originates from the Western Ghats); the metropolis now has 28 lakes (wetlands) withinside the Noyyal River Basin. CODISSIA (Coimbatore District Small Industries Association) is a flagship of the Coimbatore district which promotes and protects the Small Industries in Coimbatore District.

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer