Introduction to Data Science with Python
Learn core Python programming, work with libraries such as pandas and Matplotlib, and learn data management, analysis, and visualization through practical projects.
Dr. Qazi has a BS with major in Maths, Statistics & Physics. He holds, MS in Computer Science, Professional Master's in Big Data, and a Ph.D. degree. As a mentor and a research scientist, with over 20 years of professional experience, Dr. Qazi has developed a skillset in data cleaning/mining, data analysis & data modelling, machine learning, project management, teaching & training, and career advising while working with academic and industrial giants. Dr. Qazi has also served in academia for several years at the rank of lecturer and assistant professor. During his career, he won several funding awards for his research ideas and published high-quality articles in well-reputed international journals in collaboration with leading scientists from the University of British Columbia, Canada; University of Calgary, Canada; Uppsala University, Sweden; Institut Laue-Langevin (ILL), France; European Synchrotron Radiation Facility (ESRF), France; Diamond Light Source, UK; ISIS Neutron and Muon Source, UK; Unilever, UK; NIST Centre for Neutron Research, USA. He has developed algorithms and written computer codes for his published work. As an invited speaker, Dr. Qazi has delivered several lectures around the globe to the scientific and business community. His diverse academic background along with his educational journey across Asia, Europe, and North America has honed Dr. Qazi with adaptability, determination, and internationalization. As a passionate professional, He has always been ready to learn new techniques to fulfill the needs of his students. He has participated in several professional trainings on teaching and project management. Now, Dr. Qazi believes that he can use his experience to help his students acquire the skills to analyze data, present data stories with beautiful visualizations, and develop machine-learning models to facilitate industry leaders in decision-making. Dr. Qazi looks forward to seeing you in his course on Data Science and Machine Learning. Good Luck! P.S. Dr. Qazi can be reached via LinkedIn for more information on in-person and group training. [https://www.linkedin.com/in/jqazi/]
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What You'll Learn
- A deep familiarity with various data functions of Python
- The ability to visualize statistical data using Matplotlib and Plotly libraries
- A working knowledge of the pandas and NumPy libraries for data cleaning and analysis
- A strong proficiency in the basics of data science and the Python programming language
Learning Roadmap
2.
Python Essentials
Python Essentials
3.
NumPy: Data Analysis
NumPy: Data Analysis
10 Lessons
10 Lessons
4.
Pandas: Data Analysis
Pandas: Data Analysis
12 Lessons
12 Lessons
5.
Matplotlib: Data Visualization
Matplotlib: Data Visualization
11 Lessons
11 Lessons
6.
Seaborn: Statistical Data Visualization
Seaborn: Statistical Data Visualization
14 Lessons
14 Lessons
7.
Pandas: Data Visualization
Pandas: Data Visualization
5 Lessons
5 Lessons
8.
Plotly: Interactive Data Visualization
Plotly: Interactive Data Visualization
3 Lessons
3 Lessons
9.
Project 1: Oil vs. Banks During Recession
Project 1: Oil vs. Banks During Recession
7 Lessons
7 Lessons
10.
Project 2: Emergency Calls Dataset
Project 2: Emergency Calls Dataset
7 Lessons
7 Lessons
Dr. Junaid Qazi
Dr. Junaid Qazi is a subject matter specialist, data science, machine learning and blockchain consultant. He is a team builder, advisor, professional development coach, mentor, author, technical writer, and invited speaker in his domain of expertise.
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