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 learns 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
This syllabus is not final and can be customized as per needs/updates
 
10000+
20+
50+
25+

Data Science Jobs in Devonport

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

  • 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 Devonport
Data Science There are numerous reasons why you should take this course. The Data Science Process, Communicating with Stakeholders, Software Engineering Practices, Object-Oriented Programming, Web Development, ETL Pipelines, Natural Language Processing, Machine Learning Pipelines, Experiment Design, Statistical Concerns of Experimentation, A/B Testing, and Introduction to Recommendation Engines are some of the topics covered in. 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. . 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. To find trends and patterns, use algorithms and modules. 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 Devonport. 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. This finest Data Science course was built with the needs of businesses in mind when it comes to the field of Data Science.

Meet a Few of our Industry Experts 🚀 Your Pathway to IT Career

Akhil

Mobile: +91 91884 77559
Location: Paravur, Online (Devonport)
Qualification: BTech in ECE

Experience: 3 years in manual testing and automation testing  more..

Simaran

Mobile: +91 89210 61945
Location: Rajasthan, Online (Devonport)
Qualification: Btech

Experience: Good skills in Wordpress php css bootstrap MySQL  more..

Manoj

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Devonport)
Qualification: Btech

Experience: android developer firebase retrofit java kotlin flutter dart  more..

Isha

Mobile: +91 9895490866
Location: Madhya Pradesh, Online (Devonport)
Qualification: Mca

Experience: I have a good technical knowledge of java C my sql and well versed with web technology like html css  more..

Sudhakar

Mobile: +91 91884 77559
Location: Hyderabad, Online (Devonport)
Qualification: Bachelor of Engineering

Experience: Hi Sir Madam I'm Sudhakar having 2 6 years of experience in web development as a full stack developer My  more..

vikash

Mobile: +91 91884 77559
Location: Haryana, Online (Devonport)
Qualification: B.Tech

Experience: Senior Android Developer with over 8 years of experience in designing developing and maintaining high-quality mobile applications Proficient in Java  more..

Manish

Mobile: +91 94975 90866
Location: Bihar, Online (Devonport)
Qualification: BSC.IT

Experience: I have good knowledge at java full stack i have trained at naresh i technology in Hyderabad I know both  more..

Neha

Mobile: +91 98474 90866
Location: Mumbai, Online (Devonport)
Qualification: Currently pursuing degree

Experience: Canva skills and design skills Experience on fiverr and personal projects  more..

Johns

Mobile: +91 91884 77559
Location: Manjeri, Online (Devonport)
Qualification: B tech computer science and engineering

Experience: I am Johns Thomas fresher Candidate looking forward to start career as a software engineer I am familiar with Java  more..

Piyush

Mobile: +91 94975 90866
Location: Delhi, Online (Devonport)
Qualification: 10th pass

Experience: Good evening sir or mam This is piyush from navyug school Sarojini Nagar I have an experienced on canva graphic  more..

Guru

Mobile: +91 98474 90866
Location: Andhra Pradesh, Online (Devonport)
Qualification: BCA

Experience: Android kotlin Java JSON Rest APIs Coroutines asynchronous programming SQLite RoomDB Https Firebase Android TV Development lean back mobile alapp  more..

Anakha

Mobile: +91 91884 77559
Location: palakkad, Online (Devonport)
Qualification: MCA

Experience: C++ C java javascript python Ms office Mysql HTML CSS Shell Scripting Android basics PHP Communication Leadership adaptability Willingness to  more..

Aravindh

Mobile: +91 94975 90866
Location: Tamil Nadu, Online (Devonport)
Qualification: BCA

Experience: Html css js bootstrap wordpress php mysql canva adobe photoshop  more..

Adithya

Mobile: +91 91884 77559
Location: Kerala, Online (Devonport)
Qualification: 12th Graduate

Experience: I am a recent high school graduate with a resolute dedication to excel in the field of design while actively  more..

Shaik

Mobile: +91 91884 77559
Location: Andhra Pradesh , Online (Devonport)
Qualification: Bcom computers

Experience: 1 year of experience in front end development my skills are html css javascript react js wix   more..

jaimin

Mobile: +91 98474 90866
Location: Bharuch, Online (Devonport)
Qualification: BCA

Experience: Completed Internship as a php devloper   more..

Rajin

Mobile: +91 8301010866
Location: Kakkanad, Online (Devonport)
Qualification: B tech

Experience: 2 year experience in manual testing and currently done automation testing looking more Opportunitys  more..

Shaly

Mobile: +91 9895490866
Location: Ernakulam, Online (Devonport)
Qualification: B.E Electronics and Instrumentation

Experience: Quality Analyst Data Quality Elastic search Kibana Software testing Selenium Jmeter  more..

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.

Photos of Training / Internships

Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport
Internship/projects in devonport

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer