Join our “Python Essentials for Data Analytics” course and master Python.
Through these 12 hours of classes, you’ll gain the skills necessary to thrive in the competitive job market or launch a successful freelance career.
COURSE TABLE OF CONTENT
Introduction to Python for Data Analysis
• Overview of Python and its Applications in Data Analysis
• Why Python for Data Analysis?
• Setting Up Python Environment
• Introduction to Google Colab
Python Basics
• Python Syntax and Basics
• Variables, Data Types, and Operators
• Control Structures: if-else, loops
• Functions and Modules
• Defining and Calling Functions
• Importing and Using Modules
Data Structures and Handling
• Working with Lists, Tuples, and Dictionaries
• Introduction to NumPy
• Creating and Manipulating Arrays
• Array Operations and Broadcasting
Working with Data Sources
• Reading from and writing to a csv
• Reading documentation
• API calls
• Data Ethics
Data Manipulation with Pandas
• Introduction to Pandas
• DataFrames and Series
• Data Loading, Cleaning, and Preparation
• Reading and Writing Data (CSV, Excel, etc.)
• Handling Missing Data
• Data Transformation and Filtering
Data Analysis and Exploration
• Exploratory Data Analysis (EDA)
• Descriptive Statistics
• Data Visualization with Matplotlib and Seaborn
• Plotting and Customizing Graphs
• Grouping and Aggregating Data
• Groupby() and aggregate functions
Working with Dates and Times
• Date and Time Data Types and Operations
• Resampling and Time Series Analysis
• Date Functionality in Pandas
Practical Applications and Case Studies
• Real-world Data Analysis Projects
Data Analyst at NexaTech Solution
“Instructo’s course gave me real-world data skills, making my transition into analytics smooth and impactful.”
Reporting Analyst at BlueWave Insights
“The structured curriculum and expert guidance helped me gain confidence in data visualization and analysis.”
Business Intelligence Specialist at Verde Analytics
“Great hands-on learning! The Power BI and SQL modules were game-changers for my workflow”
Market Research Analyst at QuantifyMetrics
“Loved the practical approach! Instructo’s training made complex concepts easy to understand and apply at work.”
Operations Analyst at DataSphere Technologies
“This course provided in-depth analytics training, improving my data-driven decision-making skills at my job.”
Stay ahead with industry-relevant skills, from fundamentals to advanced tools, ensuring you’re prepared for the evolving tech landscape.
Learn by doing through real-world projects, case studies, and practical exercises, gaining the experience needed to apply your skills effectively.
Our courses adapt to your skill level, offering personalized learning experiences that ensure maximum understanding and professional growth.
Gain direct access to industry networks, job opportunities, and real-world projects, seamlessly transitioning from learning to career success.
Engage in discussions, hands-on activities, and collaborative problem-solving for a dynamic, immersive learning experience.
Our trainers are industry professionals bringing real-world expertise, ensuring you learn practical skills that matter.
Yes! Our flexible learning options, including weekend and evening classes, ensure you can upskill without disrupting your daily commitments.
We provide step-by-step guidance, interactive support, and additional resources to help you grasp even the most challenging concepts with confidence.
Absolutely! Our courses focus on real-world applications, industry connections, and job-ready skills to give you a competitive edge in the market.
Yes! Upon successful completion, you’ll receive an industry-recognized certification, adding credibility to your resume and professional profile.
No worries! Our structured approach starts from the basics, gradually building your expertise with clear explanations and hands-on practice.
Yes! You’ll have access to recorded sessions and learning materials, so you can review and reinforce your knowledge anytime.