Why Machine Learning?

Every organization is betting big on machine learning to fuel their growth and the demand for data scientists has skyrocketed. Machine Learning is not only the most lucrative career option today (average salary for Data Science roles in India is 10LPA+ as per Glassdoor) but will soon become an essential skill for everyone. Hence investing time and effort to learn Machine Learning will give every student a competitive advantage when they step out in the job market tomorrow.

What will I learn?

Introduction to Machine Learning
modules icon 12 Modules
  1. 1. Introduction to Machine Learning
  2. 2. Python for Machine Learning
  3. 3. Machine Learning Life Cycle
  4. 4. Data Exploration and Manipulation
  5. 5. Data Manipulation and Visualization
  6. 6. Build Your First Model
  7. 7. Evaluation Metrics
  8. 8. k-NN
  9. 9. Selecting the Right Model
  10. 10. Linear Models
  11. 11. Decision Trees
  12. 12. Feature Engineering
Advanced Machine Learning
modules icon 11 Modules
  1. 1. Welcome to the Applied Machine Learning Course
  2. 2. Basic Ensemble Model and Advance Ensemble Techniques
  3. 3. Hyperparameter Tuning
  4. 4. Dimensionality Reduction (Part I)
  5. 5. Working with Text Data
  6. 6. Naïve Bayes
  7. 7. Support Vector Machine
  8. 8. Working with Image Data
  9. 9. Advance Dimensionality Reduction
  10. 10. Unsupervised Machine Learning Methods
  11. 11. Automated Machine Learning
Structured Query Language (SQL) for Data Science
modules icon 11 Modules
  1. 1. Introduction to Databases
  2. 2. Installing MySQL/ MariaDB
  3. 3. Getting started
  4. 4. Modifying Databases structures
  5. 5. Importing and Exporting Data
  6. 6. Data Analysis
  7. 7. Real-Life Project - Descriptive Analytics of FIFA 19 Players
  8. 8. Getting Data from Multiple Tables
  9. 9. Introduction to Indexing
  10. 10. MySQL built-in functions
  11. 11. Manipulate MySQL from Python
Ace Data Science Interviews
modules icon 9 Modules
  1. 1. Overview - Ace Data Science Interviews
  2. 2. Overview - The 7 step Data Science Interviews process
  3. 3. Step 1 - Understanding roles, skills, Interviews Framework
  4. 4. Step 2 - Building Your Digital Presence
  5. 5. Step 3 - Building Resume and Applying for Jobs
  6. 6. Step 4 - Telephonic Interviews
  7. 7. Step 5 - Assignments
  8. 8. Step 6 - In-Person Interview(s)
  9. 9. Step 7 - Post Interview Follow-ups

Who will be my teachers?

How will I learn?

Video Tutorials
Quizzes
Assessment Tests
Practice Exercises

What projects will I build?

How will my doubt get solved?

Forum

What certificate will I get?

At the end of your specialization, you will be awarded a joint certificate of completion from Internshala and Analytics Vidhya.

Certificate

What placement assistance will I receive?

30 minutes call with practicing Data Scientist
Get access to curated Data Science internships and jobs
Get life long mentorship from an experienced Data Scientist

Enrollment Form

Submit your query here.

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