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 Aali

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

  • 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 Aali
Data Science There are numerous reasons why you should take this course. Effectively analyze both organized and unstructured data Create strategies to address company issues. 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. 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. Create data strategies with the help of team members and leaders. Identify and collect data from data sources. Experts provide immersive online instructor-led seminars. 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 Aali. This curriculum prepares you to work in a variety of Data Science professions and earn top-dollar wages. 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 Aali.

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

Rajeev

Mobile: +91 91884 77559
Location: Uttar Pradesh, Online (Aali)
Qualification: B. Tech

Experience: Currently working in Amazon development Centre India pvt Ltd since last 4 9 years almost Part time Teaching German since  more..

Jeetesh

Mobile: +91 9895490866
Location: Gujarat, Online (Aali)
Qualification: MCA

Experience: Hello there! I'm Jeetesh Surana a senior Android developer with 7+ Years of Experience Developed 200+ Applications in this tenure  more..

Archana

Mobile: +91 91884 77559
Location: Thrissur , Online (Aali)
Qualification: MCA

Experience: I have knowlegde in Php wordpress sql codeigniter frameworks   more..

Stuti

Mobile: +91 98474 90866
Location: Chandigarh, Online (Aali)
Qualification: currently in my final year B.tech

Experience: android java kotlin firebase git  more..

Ashutosh

Mobile: +91 8301010866
Location: Lucknow, Online (Aali)
Qualification: B.tech CSE

Experience: Front end developer HTML CSS Javascript Bootstrap 1+ year experienced as a Web developer at Invisor Technologies   more..

Nitish

Mobile: +91 94975 90866
Location: West Bengal, Online (Aali)
Qualification: Master's

Experience: Experience 2 years User Research wireframing mobile design Prototyping  more..

Anisha

Mobile: +91 98474 90866
Location: Maharashtra, Online (Aali)
Qualification: Masters

Experience: Basic computer knowledge - Excel Powerpoint presentqtion Word 9 and half months experience in Analytical testing lab as junior Analyst  more..

Shalmi

Mobile: +91 91884 77559
Location: Vypin, Online (Aali)
Qualification: Bsc. Computer science

Experience: Html css javascript react js  more..

vibha

Mobile: +91 98474 90866
Location: Uttar Pradesh, Online (Aali)
Qualification: BCA

Experience: Wok as Odoo developer python SQL Linux  more..

Hrithik

Mobile: +91 89210 61945
Location: Ahemdabad , Online (Aali)
Qualification: Diploma

Experience: Android php ajp Dataeantry   more..

Pavan

Mobile: +91 94975 90866
Location: Pune, Online (Aali)
Qualification: B. E

Experience: I am right now working on real time project and language used are angular 5 and node js Application for  more..

Bhagyashree

Mobile: +91 9895490866
Location: Bangalore, Online (Aali)
Qualification: Master of computer Applications MCA

Experience: I have trained for six months in java full stack developer skills  more..

Kalaiselvi

Mobile: +91 8301010866
Location: Tamil Nadu, Online (Aali)
Qualification: B.E., CSE

Experience: Currently I'm working as a Technical Supportive at a random jewellery shop in Coimbatore I was working like website maintenance  more..

SAHIL

Mobile: +91 91884 77559
Location: Maharashtra, Online (Aali)
Qualification: Bachelor's

Experience: I have 1 year experience in wordpress and expertise in Html CSS javascript wordpress react I'm familiar with plugins like  more..

Midhun

Mobile: +91 94975 90866
Location: Nilambur, Online (Aali)
Qualification: MCA

Experience: Completed Software testing course from STC  more..

Nidhinsha

Mobile: +91 98474 90866
Location: thrissur, Online (Aali)
Qualification: bsc

Experience: As a recent graduate with a BSc in Electronics I bring a comprehensive understanding of web development to the table  more..

Nitin

Mobile: +91 94975 90866
Location: Karnataka, Online (Aali)
Qualification: diploma in mechanical engineering

Experience: microsoft office pythone programming data science deep learning and machine lea  more..

Rahul

Mobile: +91 94975 90866
Location: Kerala, Online (Aali)
Qualification: B.tech Graduate

Experience: I have completed 6 months training at Obsqura Zone Tvm on Manual Testing and Selenium Automation testing Skills: Basic Java  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 aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali
Internship/projects in aali

Trained more than 10000+ students who trust Nestsoft TechnoMaster

Get Your Personal Trainer