Data Analytics & Visualization: Using Excel and Python
- Description
- Curriculum
- FAQ
- Reviews
Embark on a transformative journey into the dynamic realm of Data Analytics and Visualization, where you will acquire essential and sought-after tech skills. This comprehensive course is designed to empower you with proficiency in key tools and methodologies, including Python programming, Excel, statistical analysis, data analysis, and data visualization.
Key Learning Objectives:
– Gain hands-on experience in Python, a powerful and versatile programming language widely used for data analysis and manipulation.
– Learn to leverage Python libraries such as Pandas and NumPy for efficient data handling and manipulation.
– Develop advanced skills in Excel, exploring its robust features for data organization, analysis, and visualization.
– Harness the power of Excel functions and formulas to extract insights from complex datasets.
– Acquire a solid foundation in statistical concepts and techniques essential for making informed decisions based on data.
– Apply statistical methods to interpret and draw meaningful conclusions from data sets.
– Explore the entire data analysis process, from data cleaning and preprocessing to exploratory data analysis (EDA) and feature engineering.
– Learn how to identify patterns, outliers, and trends within datasets, enabling you to extract valuable insights.
– Master the art of presenting data visually through a variety of visualization tools and techniques.
– Use industry-standard tools like Matplotlib and Seaborn to create compelling and informative data visualizations.
Upon completion, you will possess a well-rounded skill set in data analytics and visualization, equipping you to tackle real-world challenges and contribute meaningfully to data-driven decision-making in any professional setting. Join us on this journey to become a proficient and sought-after tech professional in the field of data analytics and visualization.
-
35Real world use cases of PythonVideo lesson
-
36Installation of Anaconda for Windows and macOSVideo lesson
-
37Introduction to VariablesVideo lesson
-
38Introduction to Data Types and Type CastingVideo lesson
-
39Scope of VariablesVideo lesson
-
40Introduction to OperatorsVideo lesson
-
41Quiz on Basics of PythonQuiz
-
42Introduction to Lists and TuplesVideo lesson
-
43Introduction to Sets and DictionariesVideo lesson
-
44Introduction to Stacks and QueuesVideo lesson
-
45Introduction to Space and Time ComplexityVideo lesson
-
46Introduction to Sorting AlgorithmsVideo lesson
-
47Introduction to Searching AlgorithmsVideo lesson
-
48Quiz on Data StructuresQuiz
-
49Introduction to Parameters and ArgumentsVideo lesson
-
50Introduction to Python ModulesVideo lesson
-
51Introduction to Filter, Map, and Zip FunctionsVideo lesson
-
52Introduction to List, Set and Dictionary ComprehensionsVideo lesson
-
53Introduction to Lambda FunctionsVideo lesson
-
54Introduction to Analytical and Aggregate FunctionsVideo lesson
-
55Quiz on Functions in PythonQuiz
-
56Introduction to StringsVideo lesson
-
57Introduction to Important String FunctionsVideo lesson
-
58Introduction to String Formatting and User InputVideo lesson
-
59Introduction to Meta CharactersVideo lesson
-
60Introduction to Built-in Functions for Regular ExpressionsVideo lesson
-
61Special Characters and Sets for Regular ExpressionsVideo lesson
-
62Quiz on Strings and Regular ExpressionsQuiz
-
63Introduction to Conditional StatementsVideo lesson
-
64Introduction to For LoopsVideo lesson
-
65Introduction to While LoopsVideo lesson
-
66Introduction to Break and ContinueVideo lesson
-
67Using Conditional Statements in LoopsVideo lesson
-
68Nested Loops and Conditional StatementsVideo lesson
-
69Quiz on Loops and ConditionalsQuiz
-
70Introduction to OOPs ConceptVideo lesson
-
71Introduction to InheritanceVideo lesson
-
72Introduction to EncapsulationVideo lesson
-
73Introduction to PolymorphismVideo lesson
-
74Introduction to Date and Time ClassVideo lesson
-
75Introduction to TimeDelta ClassVideo lesson
-
76Quiz on OOPs and Date-TimeQuiz
External Links May Contain Affiliate Links read more