IBM Data Science Professional Certificate | Coursera [Update 08/2024]
English | Size: 2.42 GB
Genre: eLearning[/center]
Prepare for a career as a data scientist. Build job-ready skills - and must-have AI skills - for an in-demand career. Earn a credential from IBM. No prior experience required.
What you'll learn
Master the most up-to-date practical skills and knowledge that data scientists use in their daily roles
Learn the tools, languages, and libraries used by professional data scientists, including Python and SQL
Import and clean data sets, analyze and visualize data, and build machine learning models and pipelines
Apply your new skills to real-world projects and build a portfolio of data projects that showcase your proficiency to employers
Professional Certificate - 12 course series
Prepare for a career in the high-growth field of data science. In this program, you'll develop the skills, tools, and portfolio to have a competitive edge in the job market as an entry-level data scientist in as little as 5 months. No prior knowledge of computer science or programming languages is required.
Data science involves gathering, cleaning, organizing, and analyzing data with the goal of extracting helpful insights and predicting expected outcomes. The demand for skilled data scientists who can use data to tell compelling stories to inform business decisions has never been greater.
You'll learn in-demand skills used by professional data scientists including databases, data visualization, statistical analysis, predictive modeling, machine learning algorithms, and data mining. You'll also work with the latest languages, tools,and libraries including Python, SQL, Jupyter notebooks, Github, Rstudio, Pandas, Numpy, ScikitLearn, Matplotlib, and more.
Upon completing the full program, you will have built a portfolio of data science projects to provide you with the confidence to excel in your interviews. You will also receive access to join IBM's Talent Network where you'll see job opportunities as soon as they are posted, recommendations matched to your skills and interests, and tips and tricks to help you stand apart from the crowd.
This program is ACE® and FIBAA recommended -when you complete, you can earn up to 12 college credits and 6 ECTS credits.
Applied Learning Project
This Professional Certificate has a strong emphasis on applied learning and includes a series of hands-on labs in the IBM Cloud that give you practical skills with applicability to real jobs. You'll also have the option to learn how generative AI tools and techniques are used in data science.
Tools you'll use: Jupyter / JupyterLab, GitHub, R Studio, and Watson Studio
Libraries you'll use: Pandas, NumPy, Matplotlib, Seaborn, Folium, ipython-sql, Scikit-learn, ScipPy, etc.
Projects you'll complete:
Extract and graph financial data with the Pandas Python library
Use SQL to query census, crime, and school demographic data sets
Wrangle data, graph plots, and create regression models to predict housing prices with data science Python libraries
Create a dynamic Python dashboard to improve US domestic flight reliability
Apply machine learning classification algorithms to predict whether a loan case will be paid off
Train and compare machine learning models
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