Two-Dimensional (2D) Bubble Columns Have Been Used in the Literature to Study the Detailed Flow Field for Evaluation and Validation of Computational Fluid Dynamics (CFD) and for Developing the Needed Closures and Interfacial Forces Models for Gas-Water Systems. Hence, This Work Focuses on Investigating the Bubble Dynamics (I.e., Local Gas Holdup, Bubble Velocity, Bubble Chord Length, and Frequency) in a 2D Bubble Column. Two Advanced Measurement Techniques Were Implemented in This Work, High-Speed Video Camera Imaging and a Four-Point Optical Probe. a New Method for Analysis of Video Camera Imaging Was Employed. the Results of Both Techniques Were Compared. the Results Show Good overall Agreement between the Two Methods for the Horizontal Profile of Both Bubble Size and Gas Holdup. the Findings Revealed a Strong Positive Correlation between Bubble Size and Gas Holdup. It Was Found that Video Image Analysis Could Become an Accurate, Noninvasive Alternative to Fiber Optical Probes, at Least in 2D Systems, Although the Technique Needs More Refinement.