Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Codecademy

Data Scientist: Machine Learning Specialist

via Codecademy Path

Go to class Write review
Coursera Ad

AI, Data Science & Cloud Certificates from Google, IBM & Meta

Learn More → DataCamp Ad

PowerBI Data Analyst - Create visualizations and dashboards from scratch

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One Coursera Plus subscription covers most Professional Certificates on Coursera.
Unlock All Certificates
Machine Learning Data Scientists solve problems at scale, make predictions, find patterns, and more! They use Python, SQL, and algorithms. Includes **Python 3**, **SQL**, **pandas**, **scikit-learn**, **Matplotlib**, **TensorFlow**, and more.

Syllabus

  • Welcome to the Data Scientist: Machine Learning Specialist Career Path
  • Principles of Data Literacy
  • Learn SQL
  • Python Fundamentals for Data Science (Part I)
  • Python Fundamentals for Data Science (Part II)
  • Portfolio Project: U.S. Medical Insurance
  • Python Pandas for Data Science
  • Exploratory Data Analysis in Python
  • Statistics Fundamentals for Data Science
  • Data Visualization Fundamentals with Python
  • Portfolio Project: Data Visualization
  • Data Wrangling, Cleaning, and Tidying
  • Communicating Data Science Findings
  • Data Science Foundations Portfolio Project
  • Next Step: The Machine Learning Specialty
  • Python Fundamentals Part III
  • Math for Machine Learning
  • Statistics Fundamentals Part II
  • Machine Learning Fundamentals
  • Supervised Learning I : Regressors, Classifiers and Trees
  • Feature Engineering for Data Scientists
  • Unsupervised Learning Algorithms
  • Ensemble Methods in Machine Learning
  • Supervised Learning II: SVM's, Recommender Systems, Naive Bayes
  • Deep Learning and Neural Networks
  • Machine Learning Portfolio Project
  • Data Scientist: Machine Learning Specialist Final Review

Reviews

Start your review of Data Scientist: Machine Learning Specialist

Go to class

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.