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Data Science with Specialisation in Artificial Intelligence and Machine Learning

A deep dive into the fundamentals of data science and machine learning with Python. You will gain comprehensive understanding and experience of the entire data science process from end-to-end, including data preparation, analysis and visualization, as well as how to properly apply machine learning algorithms to various situations or tasks. You’ll also work on a portfolio of projects that showcase your data science experience to potential employers.

  • overview
  • Packages
  • course highlights
  • course curriculum
  • Learning Journey
  • Project Build
  • ISA

overview

  • Part-Time16 or 20 Weeks20 hours/wk
  • Online Attendance
  • Beginner & Advanced Friendly

Package

300

Partner Job Openings

40

Highest Package

90

Placement Rate

course highlights

250+ Hours of Live classes encouraging interactive information flow

Fortnightly master class by industry experts

Hands on Training with Real World Data Sets

25+ One-to-One Sessions for Mentorship and Mock Interviews

Workshops for building your resume, LinkedIn & GitHub

750+ Practice Problems with Real Corporate Problems & Life Examples

Instant Doubt Support & Resolution

Course Curriculum

Module 1

  • Introduction to AI & it's Applications
  • Relationship between Data Science (DS) and Machine Learning (ML)
  • Statistics Essential for DS
  • Programming Basics & OOPS concept
  • Data Structure & Arrays with Python for DS
  • Python Programming Fundamentals & Environment Setup-Anaconda

Module 2

  • DS with Python- Exploratory Data Analysis (EDA)
  • Computing with Python for DS- NumPy, SciPy, Sklearn
  • Data Manipulation with Pandas
  • NLP and Data Visualization in Python
  • Python Integration with Hadoop Map Reduce and Spark
  • Capstone Projects on DS with Python

Module 3

  • Machine Learning (ML)- Data Wrangling & Data Labeling
  • ML- Supervised Learning, Classification & Regression Algorithms
  • ML- Hypothesis Space & Inductive Bias Relation
  • ML- Unsupervised Learning & Clustering Algorithms
  • Deep Learning with TENSORFLOW & KERAS and Computer Vision Basics
  • Capstone Projects on ML & DL

Module 4

  • Introduction of Data Visualization/Analytics Tools
  • Data Visualization - Creating visualizations & Dashborads in Tableau
  • Capstone Projects using Tableau- Dashboards Creation
  • Data Visualization - Making Interactive Dashboards with PowerBi
  • Business Analytics using Advanced Excel & VBA
  • Introduction of SAS Data Visualization

Module 5

  • Data Analysis using SQL- Database Design & Creation
  • Advanced SQL & Best Practices
  • Introduction of Big Data & Cloud Computing with AWS
  • Hadoop Architecture and Components
  • NOSQL Databases and MONGODB
  • SPARK & APACHE for Large Scale Data Processing

learning journey

  • When you join

  • During the program

  • Placements

  • Post Placement Support

  • Access to a World of Resources, Learning and the HM Community
  • Resume, Project Portfolio & LinkedIn Profile Development
  • Resume, Project Portfolio & LinkedIn Profile Development
  • Holistic Development with a focus on Practical Experience
  • Interview Preparation and Mock Interviews
  • Assessments and Final Certification from HM & NSDC
  • Curated Companies are Lined up
  • Support in Selecting & Applying for Roles
  • Role Specific 1-1 Mentorship to Maximise Selection Probability
  • Support in upskilling and growth on the Job
  • Access to Industry Experts and Mentors
  • Access to the HM Alumni Community & Opportunities

projects you will build

  • Analyse GDP of Countries

    NumPy in Anaconda and Google Collab (Logos for these 2 NumPy in Anaconda and Google Collab; Text only Analyse GDP of Countries)

  • Analyse Olympics Dataset

    NumPy in Anaconda and Google Collab

  • Analysing Ad Budgets for different media channels

    Machine Learning Scikit Learn in Anaconda and Google Collab

  • Analysing Cause of Death

    matplotlib in Anaconda and Google Collab

  • Display all the airports based in New York

    Python integration with Hadoop MapReduce and Spark in Anaconda and Google Collab

  • Analyse that a Book-My-Show URL is malicious prone via ML

    different Python libraries, features selection & machine learning classification models in Anaconda and Google Collab

  • Demand Forecast in Supply Chain and Retail via ML

    different Python libraries, Exploratory Data Analysis (EDA) & machine learning regression models in Anaconda and Google Collab

  • A user-based recommendation model for Amazon

    Python libraries, Exploratory Data Analysis (EDA), recommendation models & machine learning models in Anaconda and Google Collab

  • Designing a Sales dashboard for Ajio

    MS Excel

  • A Dashboard for Assessing Zomato's Performance

    Power BI

  • Gauge Agent Performance for Insurance Companie

    Power BI

isa

Start Now! Pay Later!

An ISA is a contract between you and HopingMinds which keeps us as invested and motivated in your career as you. You commit to dedicate a fixed percentage of your salary to pay for the cost of our program once you get a job and start making a living as a professional. Not just that, if you earn less than the minimum amount we commit or you do not get placed within 1 year of completing your program, you don’t have to pay anything. It is not an education loan and hence you don't pay any interest on the amount.

2.4

Minimum Package Guarantee

1.4

ISA Amount

How it works? / What does it mean for you?

Pay ₹0 tuition fee until you land a job of greater or equal to the committed amount!
When you get a job of more than the committed CTC - Pay a part of your gross monthly salary till you pay out the fee of the course.
If there is involuntary loss of employment, ISA payments will pause and we will help you get another job.
In the rare event that you do not get a job of minimum committed CTC till a year after course completion, your education is on us.

How do I pay my ISA amount?

Our assigned NBFC partner will approve a zero interest capital equal to the ISA amount, which you can pay in EMIs maxiumum of 36 months.
The EMIs (equated monthly instalment) would start only after the completion of the software course and you have successfully secured an offer letter above the threshold amount of Rs 5,00,000 (Five Lakhs rupees only) CTC.

Does the ISA amounts depend my package?

The total ISA amount is fixed for each program and does not change with your package.
The skills that you learn at HopingMinds help you in your career whether or not you continue till the end of the programme.
It is only fair to recognize the effort put in by the HopingMinds team during your time with HopingMinds when you terminate the agreement prematurely.
This is how your payment amounts work if you drop out in the middle
Module 1 (before signing the ISA)-Nothing
Module 2 & 3 - 50% of the course fee
Module 4 - 100% of the course fee

Data Science

  • KATINA SKILLS PRIVATE LIMITEDPlot Number E-299, Industrial Area, Sector 75, Mohali, Punjab

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  • support@hopingminds.com
  • 9779886800
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© KATINA SKILLS PRIVATE LIMITED 2022

  • KATINA SKILLS PRIVATE LIMITEDPlot Number E-299, Industrial Area, Sector 75, Mohali, Punjab

Contact Us

  • support@hopingminds.com
  • 9779886800
  • 9779886900

Useful Links

  • Home
  • Courses
  • Hire From Us
  • Career Services

Follow Us

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© KATINA SKILLS PRIVATE LIMITED 2023