Data Science: Short Course

Introduction to Data Science & Machine Learning
highlights
Registration closes on Monday, March 4th, 2024. The next batch is set to commence on March 10, 2024.

10 hours

( 4 weeks, 2.5 hours per week)

Online

Live classes

Technologies
1
Python (Pandas, Sklearn)
2
Jupyter Notebooks (Google Colab)
THE CURRICULUM

Week 1

  • What is data science and machine learning
  • Jobs and responsibilities of data scientists
  • Benefits of using ML in business context
  • Common technologies used
  • Types of Algorithms used
  • Cloud infrastructure cases of AI

Week 2

  • Introduction to Pandas
  • Data Analysis Fundamentals with Pandas
  • Managing Missing Data & Data Transformation
  • Advanced Data Manipulation

Week 3

  • Introduction to Regression and Classification
  • Theory and Concepts
  • Practical Application with Dataset 1
  • Real-World Use Case with Dataset 2

Week 4

  • K-Means Clustering
  • Principal Component Analysis (PCA)
  • Model Evaluation and Validation
PROGRAM FEE
This course covers foundational principles to practical applications, topics include Python’s Pandas for data analysis, key machine learning techniques, and advanced concepts like clustering and PCA. The course blends theory with hands-on exercises, emphasizing the development, evaluation, and validation of robust machine learning models. Perfect for those aiming to excel in the evolving field of data science, this one month course is priced at only BDT 10,000.
Prerequisite
For this course, you’ll need a good handle on Python at an intermediate level. Think of it as being comfortable with more than just the basics. A bit of background in Statistics will also help, since we’ll dive into some statistical concepts. Most importantly, come with a curious mind and a keenness to learn – that’s what will really make this course a great experience for you!

Program details will be shared shortly.

Program Details
  • Last Date of Application: September 25, 2023.
  • Program Starts: October 1, 2023.
  • Program Ends: February 1, 2024.
  • Program Mode: On-premise / In-office.
Data Science: Short Course
*Next batch starting on March 10, 2024.
10,000
Duration: 1 month intensive program
Mode: Online training with live classes, 2.5 hours per week
Curriculum: Introduction to Data Analysis using Python's Pandas and NumPy
Core Machine Learning techniques: regression and classification
Advanced Data Science concepts: clustering, PCA for feature selection
Application: Hands-on exercises for model development, evaluation, and validation
Case Studies: Real-world datasets for practical understanding (4 business cases)
ADMISSION PROCESS
Get onboarded in 3 simple steps:
1
Fill up the enrollment from
Hit the get started button and fill out the form. We will email you the instructions to the next step.
2
Provide a few details
We need to know a few things about you just so you get the maximum out of CodeCamp.
3
Pass the online assessment
An online session will be held to talk to you in person and assess your capabilities.
That’s it! We will notify you after the selection process is over!
Trainer Bio
Mezbah Uddin
Advanced AI scientist | Antuit.ai
Our instructor is a seasoned AI scientist with over 8 years of experience tackling retail AI challenges using cutting-edge technologies. Specializing in end-to-end ML solutions, they bring a wealth of expertise in deploying the latest ML/AI algorithms. With a strong commitment to education, our instructor has shared their knowledge in Statistics, Mathematics, and Big Data technologies at universities in Canada and Bangladesh, ensuring students benefit from the latest advancements in the field.

Provide your information

"*" indicates required fields

Name*
Selected Package*
This field is for validation purposes and should be left unchanged.