Data Analyst Training And Internship

Join us for the intensive industrial training and internship on Data Analysis and get yourself placed as a Data Analyst or SDE in your dream company. Batches starting from 01st July 2021 and 1st August 2021.

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Requirements

No Prerequiste

Duration in Weeks

11

Videos

200

Projects

30

Meet Your Instructors

Madhav Jauhari

Instructor

Ex- American Express

Nandini Jalan

Instructor

Google STEP Intern '20 || IIT Kharagpur

Rahul Harlalka

Instructor

Summer Analyst at Goldman Sachs

Shaurya Sinha

Instructor

MLE at ShapeAI || Data Analyst Intern Jio

Dipayan Ghoshal

Instructor and Mentor

Ex- Amazon

Harsh Akshit

Instructor and Mentor

Ex- Google

About the Course

The Goal of this Training and Internship program is to Advance your programming skills and refine your ability to work with messy, complex datasets. You’ll learn to manipulate and prepare data for analysis, and create visualizations for data exploration. Finally, you’ll learn to use your data skills to tell a story with data. In this program, you’ll learn foundational data skills that apply across functions and industries. You’ll learn to analyze data and build models with Excel, query databases using SQL, and create informative data visualizations with Python and its Libraries.

There is No Prerequisites for the entire program we will teach everything from scratch to the advance level.

What you will Learn

  • Learn Python programming fundamentals such as data structures, variables, loops, and functions.
  • Learn the data analysis process of wrangling, exploring, analyzing, and communicating data. Work with data in Python, using libraries like NumPy and Pandas.
  • Learn how to apply inferential statistics and probability to real-world scenarios, such as analyzing A/B tests and building supervised learning models.
  • Learn the data wrangling process of gathering, assessing, and cleaning data. Learn to use Python to wrangle data programmatically and prepare it for analysis.
  • Learn to apply visualization principles to the data analysis process. Explore data visually at multiple levels to find insights and create a compelling story.
  • Learn SQL fundamentals such as JOINs, Aggregations, and Subqueries. Learn how to use SQL to answer complex business problems.
  • Learn how to use version control and share your work with other people in the data science industry.
  • Leverage what you’ve learned throughout the program to build your own open-ended Data Science project. This project will serve as a demonstration of your valuable abilities as a Data Analyst / Data Scientist.

Course Benefits

Live Classes + LIVE Doubt Support

Learn via LIVE classes 5 days a week (2hrs each day) along with LIVE Doubt sessions everyday. All the classes are recorded with lifetime access to the recordings.

FREE 2 Complementary Certified Courses

Get Access to 3 Complementary Pre-Recorded Courses in Machine Learning Engineer and Data Analyst for the next 1 year. Check out the syllabus for the same.

Guidance from People at Top MNC's

Get the Appropriate Guidance, Interview Prep, Resume Building, LinkedIN and Github Optimisation from People at Google, American Express, JIO, etc.

Course Syllabus

Download Syllabus

₹ 5,500.00 

₹ 10,000.00 

Course Duration

11

Weeks

Number of Projects

30

Upcoming Batch From

July 7, 2021

Data Structures and Algo with C++

100 Hours

In this part we will be covering all the basic and advance topics that are needed to get started with Data Structures and Algorithms. We will First start with C++ from Scratch and then proceed with the topic below. Every day we will be giving you guys 5 Competitive Programming Questions for preparing you for the interviews. And everyday we will be discussing the answers for all the 5 questions from the previous day.

  • Introduction
  • Mathematics
  • BitManipulation
  • Recursion
  • Arrays
  • Searching
  • Sorting
  • Matrix
  • Hashing
  • Strings
  • Linked Lists
  • Stack
  • Queue
  • Deque
  • Trees and BST
  • Heap
  • Graph
  • Greedy Algorithms
  • BackTracking
  • Dynamic Programming
  • Trie
  • Segment and Binary Indexed Trees
  • Disjoint Sets

Introduction to Python

10 Hours

In this part we will be covering all the basic and advance topics that are needed to get started with Data Analysis.

  • Data Types and Operators
  • Control Flow
  • Scripting
  • Object Oriented Programming in Python

Intro to Data Analysis

20 Hours

Go through the entire data analysis process, starting by posing a question and finishing by sharing your findings.

  • Anaconda and Jupyter Notebooks
  • Data Analysis Process
  • Numpy and Pandas ( in-depth )
  • Matplotlib and Seaborn ( in-depth )
  • CAPSTONE PROJECT: Investing a Dataset

Statistics for Data Analysis

10 Hours

In this part we will be covering the use of descriptive statistics. This will give the readers a good intuition for the data and use of statistical inference to draw a conclusion based on the results.

  • Learn about constructs, population vs sample, correlation vs causation, hypotheses, and experimentation.
  • Visualising Data, Central Tendency, Variability, Standardizing.
  • Normal and Sampling Distribution.
  • Estimation, Hypothesis Testing.
  • t-tests and much more.

SQL for Data Analysis

10 Hours

Master SQL, the core language for Big Data analysis, and enable insight-driven decision-making and strategy for your business.

  • Basic SQL, SQL Joins, Aggregations, Subqueries & Temporary Tables, SQL Data Cleaning, Window Functions.
  • SQL Advanced JOINs & Performance Tuning
  • Accessing database using python
  • CAPSTONE PROJECT: Wrangle OpenStreetMap Data

Data Wrangling

20 Hours

Learn the data wrangling process of gathering, assessing, and cleaning data. Learn how to use Python to wrangle data programmatically and prepare it for deeper analysis.

  • Gathering Data
  • Assessing Data
  • Cleaning Data
  • Working with Tabular, CSV, Excel and JSON data
  • Learn about HTML and XML
  • Use BeautifulSoup to scrape web pages.
  • Data Quality

Intro to Machine Learning

25 Hours

We will learn the mathematics, intuition and code all the machine learning algorithms.

  • Simple, Multiple and Polynomial  Linear Regression
  • Support Vector Regression
  • Decision Tree Regression
  • Random Forest Regression
  • Logistic Regression
  • K-Nearest Neighbors
  • Support Vector Machine (SVM)
  • Kernel SVM
  • Naive Bayes
  • Decision Tree Classification
  • K-Means Clustering
  • Hierarchical Clustering
  • Apriori
  • Eclat
  • Upper Confidence Bound(UCB)
  • Thompson Sampling
  • Natural Language Processing (NLP)

Intro to Deep Learning

10 Hours

We will learn the mathematics, intuition and code all the deep learning algorithms. We will introduce Keras, Tensorflow, Pytorch

  • Artificial  Neural Nets ( ANN )
  • Convolutional Neural Nets ( CNN )
  • Recurrent Neural Nets ( RNN )
  • Self Organizing Maps ( SOMs )
  • Boltzmann MAchine
  • Autoencoders and GANs
  • Natural Language Processing (NLP)

Industry Projects

Existing ways of learning through video-based courses and expensive bootcamps aren't as effective when it comes to solving real-world tech problems.

Recruiters too, look for real-project experience when hiring developers and here at ShapeAI, we strive to provide just that. We empower developers with high quality applied learning opportunities and build skills that translate into career growth and success.

Market Basket Optimisation

We will analyse the Market Basket to optimise how can we enable people to buy more things and raise their revenue.

Mall Customer Segmentation

We will be segmenting the different customers in a mall according to their shopping cart.

Facebook Ads Analytics

We will be analysing the Facebook campaigns of various companies to cluster different customer into categories.

Top 50 Startups Revenue

In this project, we will predict the net yearly revenue for a startup on the basis of all the financial data of that startup.

Predict Employee Salary

In this project, we will predict the employee salary on the basis of their experience and skills.

Music Generation

Here we will generate music using GANs and Deep Learning.

Youtube Sentiment Analysis

Here we will analyse the comments of a youtube video to find if the sentiment of the people is positive or negative on a particular topic.

Language Translator

We will make a translator that will translate our sentences from one language to another.

Create your Jarvis Chatbot

We will create your first Chatbot Jarvis to help you in your daily life.

Talk to Alexa using Sign Language

We will create a camera operated Alexa that can use sign languages to recognise your commands.

Emojify – Create your own emoji with Python

Convert Your images into Emojis using Deep Learning.

Wine Quality Test Project

Here, we will analyse the Quality of the Wine using its chemical composition.

SQL Query IMDb dataset

We will query the IMDb Dataset using SQL queries and try to analyse the data using SQL.

Uber Data Analysis Project

Analyse and Visualize the User data directly from Uber. Understand and deliver the trends.

Analyse Android App Market on Google Play

We will be analysing all the apps on the AppStore trying to understand which app ranks the best and why.

Analyse Walmart Store Sales

Here we will be applying all the concepts we have learnt to analyse the Walmart Store Sales.

Music website

Create your own Music Player Website using Python as the backend.

Secret Message

Let's make a program that will take the names of the files and decrypts the secret message in the file.

Take a Break

Let's make a program that schedules breaks throughout the day to remind the user to take a break from time to time.

Technologies you will master hands-on

Github
Python
Anaconda
Beautiful Soup
C++
Jupyter
Matplotib
MongoDB
Statistics
Numpy
Pandas
Seaborn
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Why Learn With Us?

World-Class Teachers

Get taught by industry experts having years of experience in their respective fields. And Having cracked various top MNC's in the world.

Large Students Community

Join a network of hundreds of students from across the country to support our motive of Learn, Connect, and Grow!

Top Notch LIVE Courses

A 2.5 month long series of LIVE classes with recorded sessions, teaching assistants, and mentors.

One-on-One Mentorship

Students will have mentors who will help them with the doubts, provide guidance, and help the students out 24x7.

Why Choose Us?

Video Course
Bootcamps
Shape AI
Guidance from people at top MNC's
True Project Based Learning
Internships, Real Work experience
Job Ready personal portfolio
LIVE Doubt Assistance and Interview Preparation
Mock Interviews, Github, Resume and LinkedIn Building
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What Our
Students Say

Feedback from these happy students helps us in reaching the heights

Meet Our Graduates

Devesh Vishwakarma

SHAPEAI helped me get placed at Reliance as an SWE-Intern. Will suggest everyone who wants to get into a good company join SHAPEAI ASAP !!!!!!!

Pass the Course & Get Certified

Completion of the training and internship program will get you LOR, Offer Letter, Internship Certificate, Project Approval Certificate as well as 10+ certificates from top MNC's.

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Frequently Asked Questions

Who Should Do this Training and Internship ?

Everyone who wants to start and excel their Full Stack Developer or Data Analyst career, by learning all the necessary skills with work experience of building real applications in a production development environment should enroll in this program. If you want to learn all the skills by working on internship-grade projects, this program is the right fit for you. It doesn't matter if you are in your first year of college or looking for a career change. We have students from all fields from Btech CSE to BCom and even from Biotech.
"Where there's a Will There is a Way"

What jobs will this program prepare me for?

This program will prepare you to ace interviews for Full Stack Developer / Data Analyst roles as well as Software Engineer in exciting tech startups, product-based companies, and tech multi-nationals. Our in-built career assistance will help you to crack interviews with resume review sessions, mock interview sessions, curated concept-wise DS/Algo problems, Github and LinkedIn optimisation, as well as resume building and more.

How will my doubts be solved during the program? Do I get mentored?

Learning with ShapeAI is similar to learning on-the-job as this is a proper internship. Our Expert mentors will guide you when you are stuck or have questions while working on our internship-grade projects. You can raise your questions on our Forum or Slack workspace to get help from our mentors. Everyday you will have 2 hrs of LIVE doubt sessions as well where you can ask your doubts along with interactive sessions with your advisors from various companies to help you better understand how to crack them.

What are the certification granted at the end?

At the start of the program you will receive an offer letter for your internship. During the entire duration of the internship you will receive certificates from various MNC's and Universities. At the end of the training and internship you will receive Letter of Recommendation, Training Completion Certificate, Government and College Approved Internship Certificate as well as a project approval certificate. In addition to the certificate, you’ll also receive a verified project-portfolio on Github.

Is there an EMI option?

Yes absolutely. We have a no-cost EMI option as well.

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Data Analyst Training And Internship

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