Data Science Training by Experts

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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 Cochin

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

  • 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 Cochin
Data Science Identify and collect data from data sources. Effectively analyze both organized and unstructured data Create strategies to address company issues. You may learn all of the skills and talents required to become a data scientist by enrolling in the top data science online courses in Cochin. 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. You'll have a personal mentor who will keep track of your development. 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 Cochin. Experts provide immersive online instructor-led seminars. A Data Scientist is a highly skilled someone with advanced mathematical, statistical, scientific, analytical, and technical abilities who can prepare, clean, and validate organized and unstructured data for industries to utilize in making better decisions. Create data strategies with the help of team members and leaders. To find trends and patterns, use algorithms and modules.

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 Cochin

  • Cochin-SepticTankCleaningErnakulam,SepticTankMaintenanceWorksAndConstructionWorksKochi | Location details: 20/753-D, Hospital Rd, Pourasamithy Junction, Palluruthy, Kochi, Kerala 682006, India | Classification: Septic system service, Septic system service | Visit Online: | Contact Number (Helpline):
  • COCHINWEBDESIGN-WEBSITEDESIGNCOMPANYCOCHIN | Location details: Adhil Aliya Plaza, opp. Vinoda Library, Thammanam, Kochi, Kerala 682032, India | Classification: Website designer, Website designer | Visit Online: | Contact Number (Helpline):
  • CochinAgencies | Location details: Nazareth, Veli, Kochi, Kerala 682001, India | Classification: Steel construction company consultant architect civil engineering construction structured building builders, Steel construction company consultant architect civil engineering construction structured building builders | Visit Online: | Contact Number (Helpline): +91 98460 85224
  • PantechProEdPvtLtdCochin | Location details: No:44/1146, C1-II Floor SAS Building, Opposite Kaloor Post Office, Perandoor Road, Ernakulam, Kerala 682017, India | Classification: Training centre , Training centre | Visit Online: pantechsolutions.net | Contact Number (Helpline): +91 484 253 6270
  • CochinBoatBookingServices | Location details: Classic Boating Services, Swapnil Enclave, High Court Junction, Marine Drive, Ernakulam, Kerala 682031, India | Classification: Boat rental service, Boat rental service | Visit Online: boatingincochin.com | Contact Number (Helpline): +91 90618 77572
  • OREZBusinessConsultants | Location details: 2nd Floor, Patel Complex, Basin road, Nr. High Court, Cochin-31, Kerala, Ernakulam, Kerala 682030, India | Classification: Business management consultant, Business management consultant | Visit Online: orez.in | Contact Number (Helpline): +91 94460 02000
  • DigitalIndia-HomeNursingServicesInCochin | Location details: Maniyamkottu Building, Kadavanthra Jn, Opp.D.D.Vyapara Bhavan, Kadavanthra, Kochi, Ernakulam, Kerala 682020, India | Classification: Nursing home, Nursing home | Visit Online: homenursing.business.site | Contact Number (Helpline): +91 94475 19476
  • KeralaTaxiCarTouristTaxiServicesBookingRateCochinAirportTourpackageKeralaTaxiService | Location details: Vignesh Complex, 39/5725, room no. 4 , 3rd Floor, Parambithara Rd, Panampilly Nagar, Kochi, Kerala 682036, India | Classification: Taxi service, Taxi service | Visit Online: keralatouristtaxi.com | Contact Number (Helpline): +91 99472 76620
  • HalonesTechnologySolutions | Location details: 1st Floor, Kallamkudiyil Bulding, Muvattupuzha, Cochin, Valakom, Kerala 682316, India | Classification: Software company, Software company | Visit Online: halones.com | Contact Number (Helpline): +91 94475 94521
  • VKLBuildersIndiaPvt.Ltd. | Location details: 1st Floor, Anjana Complex, Kundannoor ,Vyttila – Aroor Bypass Road , Cochin, India | Classification: Construction company consultant architect civil engineering construction structured building builders, Construction company consultant architect civil engineering construction structured building builders | Visit Online: vklbuilders.com | Contact Number (Helpline): +91 1800 120 0855
  • DigitalNishad-FreelanceDigitalMarketingSpecialist,SEOServicesInKochi | Location details: Panchayat Valavu, Panangad PO, Cochin, near Kumbalam Village Office, Ernakulam, Kerala 682506, India | Classification: Internet marketing service, Internet marketing service | Visit Online: digitalnishad.com | Contact Number (Helpline):
  • Laundry&DryCleaningServices | Location details: 35/3030 , Vylassery Road , Palarivattom Cochin - 25, Kochi, Kerala 682025, India | Classification: Laundry service, Laundry service | Visit Online: | Contact Number (Helpline): +91 99466 39100
  • FedexInternationalCourierServiceCochinErnakulam | Location details: 1st Floor, Mathewsons Bldg, High School Jn., Edappally, Ernakulam, Kochi, Kerala 682024, India | Classification: Courier service, Courier service | Visit Online: | Contact Number (Helpline): +91 99613 90005
  • KentWaterPurifierSalesServiceAquaguardAquasureWaterTreatmentCochinKochiErnakulam | Location details: C4 - 39/3295, 2nd Floor Centro 1 Building, KSN Menon Rd, Ernakulam, Kerala 682036, India | Classification: Water purification company, Water purification company | Visit Online: business.site | Contact Number (Helpline): +91 98473 12868
  • STCourierCochinRegionHub | Location details: Kumaranasan Rd, North Block, Kumaranasan Nagar, Elamkulam, Ernakulam, Kerala 682020, India | Classification: Courier service, Courier service | Visit Online: stcourier.com | Contact Number (Helpline): +91 484 402 4666
  • IndusMotors-MarutiSuzuki | Location details: Mahatma Gandhi Road, Opposite Cochin Shipyard, Perumanoor, Thevara, Kochi, Kerala 682015, India | Classification: Car dealer, Car dealer | Visit Online: indusmotor.com | Contact Number (Helpline): +91 97459 98040
  • TECHSOFT WEB SOLUTIONS Address: 2nd Floor, Amigo House, Thoundayil road, Panampillynagar, Cochin, Kerala 682036 contact: 0484 401 5551,website:www.techsoftweb.com
  • Cochin University of Science and Technology Address: South Kalamassery, Kalamassery, Kochi, Kerala 682022_ Phone: 0484 257 7550,website:www.cusat.ac.in
  • Software Companies in Cochin

    1. Cognizant Technology Solutions Address: Pinarmunda Infopark Short Road, Infopark Phase 2, Kakkanad, Kerala 682030 mobile: 0484 392 1000,website:www.cognizant.com
    2. mediastudio Address: shineroad, vyttila, Kochi, Kerala 682019 mobile: 098460 16370,website:mediastudio.in
    3. SEO Professor Digital Marketing Training Institute Address: No: 219, Ernakulam, Vayu Sena Road, Kochi, Kerala 682030 Phone: 094955 59690,website:www.seoprofessor.in
 courses in Cochin
Earlier, Kochi changed into used to consult the location encompassing Mattancherry, Fort Kochi, Palluruthy and Thoppumpadi. The Vembanad Lake and the encompassing geological formation are the fruit of all of the essential rivers of critical Kerala, specifically Chalakkudy puzha, Periyar, Muvattupuzha River, Meenachilar, Manimalayar, Pampa River and Achancoil River and lesser rivers like Keecheri, Karuvannur and Puzhackal. RAINFALL Humidity stages from 65% and 95% with diurnal and seasonal variations. One of the elements that make settlements inclined is their infrastructural status – with sanitation as one of the key areas. com Map 2 : Location of Kochi town ENVIS Newsletter on HUMAN SETTLEMENTS Volume IV(1), January – March, 2015 NATURAL SETTING CLIMATE Kochi`s weather is normally tropical, without a harsh extremities. The town has a seacoast of approximately 30 miles. The fund sharing among the Central Government and the State Government? Urban Local Bodies is 75%: 25% and 90%: 10% for North Eastern and special class states. English, French and the Dutch. The present day document excessive temperature is 38 °C; the bottom is 17 °C. Today, Kochi comprises the mainland Ernakulam, vintage Kochi, Kadavanthra, the suburbs of Edapally and the exurbia of Kalamassery and Kakkanad to the northeast; Tripunithura to the south east; and a set of islands closely scattered withinside the Vembanad Lake.

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